Overview

Brought to you by YData

Dataset statistics

Number of variables	42
Number of observations	77
Missing cells	36
Missing cells (%)	1.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	25.4 KiB
Average record size in memory	337.7 B

Variable types

Numeric	41
Categorical	1

Alerts

`Bhk` is highly overall correlated with `Price` and 2 other fields	High correlation
`Lat` is highly overall correlated with `hospital_mean_dist` and 3 other fields	High correlation
`Lng` is highly overall correlated with `hospital_dist` and 9 other fields	High correlation
`Price` is highly overall correlated with `Bhk` and 3 other fields	High correlation
`Sqft` is highly overall correlated with `Bhk` and 1 other fields	High correlation
`Type` is highly overall correlated with `Bhk` and 1 other fields	High correlation
`college_dist` is highly overall correlated with `college_mean_dist` and 2 other fields	High correlation
`college_mean_dist` is highly overall correlated with `college_dist` and 5 other fields	High correlation
`govt_institute_dist` is highly overall correlated with `college_mean_dist` and 8 other fields	High correlation
`govt_institute_mean_dist` is highly overall correlated with `college_dist` and 10 other fields	High correlation
`hospital_dist` is highly overall correlated with `Lng` and 12 other fields	High correlation
`hospital_mean_dist` is highly overall correlated with `Lat` and 18 other fields	High correlation
`hotel_dist` is highly overall correlated with `hospital_mean_dist` and 14 other fields	High correlation
`hotel_mean_dist` is highly overall correlated with `govt_institute_mean_dist` and 16 other fields	High correlation
`it_companies_dist` is highly overall correlated with `Lat` and 2 other fields	High correlation
`it_companies_mean_dist` is highly overall correlated with `Lat` and 4 other fields	High correlation
`luxury_hotel_dist` is highly overall correlated with `hospital_dist` and 15 other fields	High correlation
`luxury_hotel_mean_dist` is highly overall correlated with `govt_institute_dist` and 18 other fields	High correlation
`malls_mean_dist` is highly overall correlated with `govt_institute_mean_dist` and 17 other fields	High correlation
`primary_link_dist` is highly overall correlated with `hospital_mean_dist` and 3 other fields	High correlation
`primary_link_mean_dist` is highly overall correlated with `hospital_mean_dist` and 3 other fields	High correlation
`primary_road_dist` is highly overall correlated with `primary_link_dist` and 2 other fields	High correlation
`primary_road_mean_dist` is highly overall correlated with `hospital_mean_dist` and 3 other fields	High correlation
`prime_hotel_dist` is highly overall correlated with `hotel_dist` and 9 other fields	High correlation
`prime_hotel_mean_dist` is highly overall correlated with `govt_institute_mean_dist` and 17 other fields	High correlation
`schools_dist` is highly overall correlated with `govt_institute_dist` and 17 other fields	High correlation
`schools_mean_dist` is highly overall correlated with `Price` and 19 other fields	High correlation
`secondary_link_dist` is highly overall correlated with `Lng` and 14 other fields	High correlation
`secondary_link_mean_dist` is highly overall correlated with `Lng` and 14 other fields	High correlation
`secondary_road_dist` is highly overall correlated with `Lng` and 9 other fields	High correlation
`secondary_road_mean_dist` is highly overall correlated with `Lng` and 17 other fields	High correlation
`tertiary_link_dist` is highly overall correlated with `Lng` and 6 other fields	High correlation
`tertiary_link_mean_dist` is highly overall correlated with `Lng` and 8 other fields	High correlation
`tertiary_road_mean_dist` is highly overall correlated with `Lat` and 4 other fields	High correlation
`tourist_spot_dist` is highly overall correlated with `college_mean_dist` and 3 other fields	High correlation
`tourist_spot_mean_dist` is highly overall correlated with `college_dist` and 17 other fields	High correlation
`trunk_link_dist` is highly overall correlated with `Lng` and 7 other fields	High correlation
`trunk_link_mean_dist` is highly overall correlated with `hospital_dist` and 5 other fields	High correlation
`trunk_road_dist` is highly overall correlated with `Lng` and 4 other fields	High correlation
`trunk_road_mean_dist` is highly overall correlated with `Lng` and 7 other fields	High correlation
`Type` is highly imbalanced (65.3%)	Imbalance
`tertiary_link_dist` has 16 (20.8%) missing values	Missing
`tertiary_link_mean_dist` has 16 (20.8%) missing values	Missing
`secondary_link_dist` has 2 (2.6%) missing values	Missing
`secondary_link_mean_dist` has 2 (2.6%) missing values	Missing
`Lat` has unique values	Unique
`tertiary_road_dist` has unique values	Unique
`tertiary_road_mean_dist` has unique values	Unique
`secondary_road_dist` has unique values	Unique
`secondary_road_mean_dist` has unique values	Unique
`primary_road_dist` has unique values	Unique
`primary_road_mean_dist` has unique values	Unique
`primary_link_dist` has unique values	Unique
`primary_link_mean_dist` has unique values	Unique
`trunk_road_dist` has unique values	Unique
`trunk_road_mean_dist` has unique values	Unique
`trunk_link_dist` has unique values	Unique
`trunk_link_mean_dist` has unique values	Unique
`college_dist` has unique values	Unique
`college_mean_dist` has unique values	Unique
`govt_institute_dist` has unique values	Unique
`govt_institute_mean_dist` has unique values	Unique
`hotel_dist` has unique values	Unique
`hotel_mean_dist` has unique values	Unique
`luxury_hotel_dist` has unique values	Unique
`luxury_hotel_mean_dist` has unique values	Unique
`prime_hotel_dist` has unique values	Unique
`prime_hotel_mean_dist` has unique values	Unique
`malls_dist` has unique values	Unique
`malls_mean_dist` has unique values	Unique
`schools_dist` has unique values	Unique
`schools_mean_dist` has unique values	Unique
`it_companies_dist` has unique values	Unique
`it_companies_mean_dist` has unique values	Unique
`tourist_spot_dist` has unique values	Unique
`tourist_spot_mean_dist` has unique values	Unique
`hospital_dist` has unique values	Unique
`hospital_mean_dist` has unique values	Unique
`Bhk` has 5 (6.5%) zeros	Zeros

Reproduction

Analysis started	2025-03-13 05:43:40.786169
Analysis finished	2025-03-13 05:44:53.203404
Duration	1 minute and 12.42 seconds
Software version	ydata-profiling vv4.14.0
Download configuration	config.json

Lat
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.147532

Minimum	21.114294
Maximum	21.185891
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	21.114294
5-th percentile	21.117655
Q1	21.134947
median	21.149975
Q3	21.159358
95-th percentile	21.174232
Maximum	21.185891
Range	0.07159704
Interquartile range (IQR)	0.02441093

Descriptive statistics

Standard deviation	0.018079993
Coefficient of variation (CV)	0.00085494579
Kurtosis	-0.56077791
Mean	21.147532
Median Absolute Deviation (MAD)	0.01358937
Skewness	0.024506103
Sum	1628.36
Variance	0.00032688616
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21.12750433	1	1.3%
21.13558712	1	1.3%
21.16386324	1	1.3%
21.16080558	1	1.3%
21.16156577	1	1.3%
21.16008539	1	1.3%
21.1637263	1	1.3%
21.13690759	1	1.3%
21.13478669	1	1.3%
21.13494685	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
21.1142938	1	1.3%
21.11453394	1	1.3%
21.11509314	1	1.3%
21.11669403	1	1.3%
21.11789469	1	1.3%
21.11841609	1	1.3%
21.11869512	1	1.3%
21.11985686	1	1.3%
21.12009587	1	1.3%
21.12490049	1	1.3%

Value	Count	Frequency (%)
21.18589084	1	1.3%
21.18581083	1	1.3%
21.18457072	1	1.3%
21.18233049	1	1.3%
21.17220688	1	1.3%
21.17088636	1	1.3%
21.1705263	1	1.3%
21.17020652	1	1.3%
21.16940608	1	1.3%
21.16888557	1	1.3%

Lng
Real number (ℝ)

High correlation

Distinct	74
Distinct (%)	96.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	79.075414

Minimum	79.031997
Maximum	79.139028
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	79.031997
5-th percentile	79.039172
Q1	79.053841
median	79.075599
Q3	79.091198
95-th percentile	79.130582
Maximum	79.139028
Range	0.10703087
Interquartile range (IQR)	0.0373578

Descriptive statistics

Standard deviation	0.026356085
Coefficient of variation (CV)	0.00033330316
Kurtosis	-0.33936635
Mean	79.075414
Median Absolute Deviation (MAD)	0.02092123
Skewness	0.50157804
Sum	6088.8068
Variance	0.00069464321
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
79.04349804	2	2.6%
79.05186653	2	2.6%
79.07928944	2	2.6%
79.05485988	1	1.3%
79.07585621	1	1.3%
79.07783031	1	1.3%
79.07379627	1	1.3%
79.07559872	1	1.3%
79.07740116	1	1.3%
79.07817364	1	1.3%
Other values (64)	64	83.1%

Value	Count	Frequency (%)
79.03199673	1	1.3%
79.03409958	1	1.3%
79.03654575	1	1.3%
79.03851986	1	1.3%
79.03933525	1	1.3%
79.04079437	1	1.3%
79.04349804	2	2.6%
79.04444218	1	1.3%
79.04448509	1	1.3%
79.04525757	1	1.3%

Value	Count	Frequency (%)
79.1390276	1	1.3%
79.13619518	1	1.3%
79.1324079	1	1.3%
79.13216114	1	1.3%
79.13018703	1	1.3%
79.1141367	1	1.3%
79.11237717	1	1.3%
79.10830021	1	1.3%
79.10761356	1	1.3%
79.10572529	1	1.3%

Type
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	748.0 B

Apartment	72
Land/Plot	5

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	770
Distinct characters	15
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Land/Plot
2nd row	Apartment
3rd row	Apartment
4th row	Apartment
5th row	Apartment

Common Values

Value	Count	Frequency (%)
Apartment	72	93.5%
Land/Plot	5	6.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
apartment	72	93.5%
land/plot	5	6.5%

Most occurring characters

Value	Count	Frequency (%)
t	149	19.4%
	77	10.0%
a	77	10.0%
n	77	10.0%
A	72	9.4%
p	72	9.4%
r	72	9.4%
m	72	9.4%
e	72	9.4%
L	5	0.6%
Other values (5)	25	3.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	606	78.7%
Uppercase Letter	82	10.6%
Space Separator	77	10.0%
Other Punctuation	5	0.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	149	24.6%
a	77	12.7%
n	77	12.7%
p	72	11.9%
r	72	11.9%
m	72	11.9%
e	72	11.9%
d	5	0.8%
l	5	0.8%
o	5	0.8%

Uppercase Letter

Value	Count	Frequency (%)
A	72	87.8%
L	5	6.1%
P	5	6.1%

Space Separator

Value	Count	Frequency (%)
	77	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	688	89.4%
Common	82	10.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	149	21.7%
a	77	11.2%
n	77	11.2%
A	72	10.5%
p	72	10.5%
r	72	10.5%
m	72	10.5%
e	72	10.5%
L	5	0.7%
d	5	0.7%
Other values (3)	15	2.2%

Common

Value	Count	Frequency (%)
	77	93.9%
/	5	6.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	770	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	149	19.4%
	77	10.0%
a	77	10.0%
n	77	10.0%
A	72	9.4%
p	72	9.4%
r	72	9.4%
m	72	9.4%
e	72	9.4%
L	5	0.6%
Other values (5)	25	3.2%

Price
Real number (ℝ)

High correlation

Distinct	46
Distinct (%)	59.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15387013

Minimum	3000000
Maximum	90000000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	3000000
5-th percentile	3500000
Q1	6500000
median	12500000
Q3	18000000
95-th percentile	39200000
Maximum	90000000
Range	87000000
Interquartile range (IQR)	11500000

Descriptive statistics

Standard deviation	14190790
Coefficient of variation (CV)	0.9222576
Kurtosis	10.186922
Mean	15387013
Median Absolute Deviation (MAD)	6000000
Skewness	2.7037054
Sum	1.1848 × 10⁹
Variance	2.0137851 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
12500000	7	9.1%
6500000	4	5.2%
20000000	4	5.2%
16000000	4	5.2%
30000000	4	5.2%
3000000	3	3.9%
4000000	3	3.9%
7500000	3	3.9%
3800000	2	2.6%
8900000	2	2.6%
Other values (36)	41	53.2%

Value	Count	Frequency (%)
3000000	3	3.9%
3500000	2	2.6%
3700000	1	1.3%
3800000	2	2.6%
4000000	3	3.9%
4300000	1	1.3%
5000000	2	2.6%
5100000	1	1.3%
5500000	1	1.3%
6500000	4	5.2%

Value	Count	Frequency (%)
90000000	1	1.3%
60000000	1	1.3%
50000000	1	1.3%
40000000	1	1.3%
39000000	1	1.3%
35000000	1	1.3%
32500000	1	1.3%
30200000	1	1.3%
30000000	4	5.2%
27600000	1	1.3%

Sqft
Real number (ℝ)

High correlation

Distinct	53
Distinct (%)	68.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1752.3247

Minimum	365
Maximum	13333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	365
5-th percentile	690
Q1	980
median	1480
Q3	1850
95-th percentile	3559.2
Maximum	13333
Range	12968
Interquartile range (IQR)	870

Descriptive statistics

Standard deviation	1593.6274
Coefficient of variation (CV)	0.90943616
Kurtosis	37.016621
Mean	1752.3247
Median Absolute Deviation (MAD)	472
Skewness	5.3402746
Sum	134929
Variance	2539648.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1600	6	7.8%
1500	4	5.2%
1800	4	5.2%
3000	3	3.9%
900	2	2.6%
800	2	2.6%
880	2	2.6%
950	2	2.6%
1200	2	2.6%
1300	2	2.6%
Other values (43)	48	62.3%

Value	Count	Frequency (%)
365	1	1.3%
400	1	1.3%
614	1	1.3%
650	1	1.3%
700	2	2.6%
750	1	1.3%
780	1	1.3%
800	2	2.6%
808	1	1.3%
850	1	1.3%

Value	Count	Frequency (%)
13333	1	1.3%
5000	1	1.3%
3825	1	1.3%
3600	1	1.3%
3549	1	1.3%
3300	1	1.3%
3250	1	1.3%
3000	3	3.9%
2914	1	1.3%
2400	1	1.3%

Bhk
Real number (ℝ)

High correlation Zeros

Distinct	6
Distinct (%)	7.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7662338

Minimum	0
Maximum	10
Zeros	5
Zeros (%)	6.5%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	10
Range	10
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.3562342
Coefficient of variation (CV)	0.49028184
Kurtosis	9.9533412
Mean	2.7662338
Median Absolute Deviation (MAD)	1
Skewness	1.5109383
Sum	213
Variance	1.8393712
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
3	30	39.0%
2	21	27.3%
4	17	22.1%
0	5	6.5%
1	3	3.9%
10	1	1.3%

Value	Count	Frequency (%)
0	5	6.5%
1	3	3.9%
2	21	27.3%
3	30	39.0%
4	17	22.1%
10	1	1.3%

Value	Count	Frequency (%)
10	1	1.3%
4	17	22.1%
3	30	39.0%
2	21	27.3%
1	3	3.9%
0	5	6.5%

tertiary_road_dist
Real number (ℝ)

Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	200.76706

Minimum	36.453821
Maximum	613.15958
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	36.453821
5-th percentile	58.842628
Q1	102.35737
median	167.75664
Q3	270.34245
95-th percentile	449.04957
Maximum	613.15958
Range	576.70576
Interquartile range (IQR)	167.98508

Descriptive statistics

Standard deviation	126.29179
Coefficient of variation (CV)	0.62904634
Kurtosis	1.3419754
Mean	200.76706
Median Absolute Deviation (MAD)	75.287037
Skewness	1.1837405
Sum	15459.064
Variance	15949.615
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
297.3951581	1	1.3%
142.4512634	1	1.3%
36.45382068	1	1.3%
112.6585421	1	1.3%
49.88600468	1	1.3%
58.2110723	1	1.3%
64.94627356	1	1.3%
211.7175755	1	1.3%
214.6502148	1	1.3%
69.87519501	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
36.45382068	1	1.3%
49.88600468	1	1.3%
52.66030852	1	1.3%
58.2110723	1	1.3%
59.00051701	1	1.3%
64.60453345	1	1.3%
64.94627356	1	1.3%
65.42837484	1	1.3%
69.87519501	1	1.3%
71.80843872	1	1.3%

Value	Count	Frequency (%)
613.1595835	1	1.3%
561.660822	1	1.3%
539.888802	1	1.3%
463.776045	1	1.3%
445.367955	1	1.3%
418.0824195	1	1.3%
388.1579414	1	1.3%
370.8857616	1	1.3%
334.3998536	1	1.3%
329.5196972	1	1.3%

tertiary_road_mean_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1336.3819

Minimum	709.35
Maximum	2037.7392
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	709.35
5-th percentile	791.82712
Q1	1050.6036
median	1313.767
Q3	1639.9761
95-th percentile	1988.8081
Maximum	2037.7392
Range	1328.3892
Interquartile range (IQR)	589.37253

Descriptive statistics

Standard deviation	367.65422
Coefficient of variation (CV)	0.27511165
Kurtosis	-0.94967736
Mean	1336.3819
Median Absolute Deviation (MAD)	319.97161
Skewness	0.1274029
Sum	102901.4
Variance	135169.63
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1739.175055	1	1.3%
1488.456143	1	1.3%
846.8561353	1	1.3%
747.3219918	1	1.3%
755.2060873	1	1.3%
709.3500034	1	1.3%
818.7176906	1	1.3%
1368.290219	1	1.3%
1497.866769	1	1.3%
1540.275053	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
709.3500034	1	1.3%
724.3657355	1	1.3%
747.3219918	1	1.3%
755.2060873	1	1.3%
800.9823838	1	1.3%
806.7069047	1	1.3%
818.7176906	1	1.3%
842.3357781	1	1.3%
845.9187798	1	1.3%
846.8561353	1	1.3%

Value	Count	Frequency (%)
2037.739199	1	1.3%
2037.241373	1	1.3%
2006.229099	1	1.3%
1994.526105	1	1.3%
1987.37856	1	1.3%
1911.135356	1	1.3%
1881.549327	1	1.3%
1835.548342	1	1.3%
1795.468504	1	1.3%
1784.485712	1	1.3%

tertiary_link_dist
Real number (ℝ)

High correlation Missing

Distinct	61
Distinct (%)	100.0%
Missing	16
Missing (%)	20.8%
Infinite	0
Infinite (%)	0.0%
Mean	1178.7465

Minimum	94.523691
Maximum	3050.7811
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	94.523691
5-th percentile	123.27593
Q1	381.16603
median	1040.5944
Q3	1927.5397
95-th percentile	2395.3237
Maximum	3050.7811
Range	2956.2574
Interquartile range (IQR)	1546.3737

Descriptive statistics

Standard deviation	839.57011
Coefficient of variation (CV)	0.71225671
Kurtosis	-1.047407
Mean	1178.7465
Median Absolute Deviation (MAD)	709.78818
Skewness	0.31999498
Sum	71903.537
Variance	704877.97
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2282.341509	1	1.3%
433.4005478	1	1.3%
164.9569784	1	1.3%
160.175052	1	1.3%
94.52369139	1	1.3%
107.9111639	1	1.3%
123.2759332	1	1.3%
330.8062502	1	1.3%
302.8662603	1	1.3%
185.3102081	1	1.3%
Other values (51)	51	66.2%
(Missing)	16	20.8%

Value	Count	Frequency (%)
94.52369139	1	1.3%
107.9111639	1	1.3%
121.9916855	1	1.3%
123.2759332	1	1.3%
136.2701707	1	1.3%
160.175052	1	1.3%
164.9569784	1	1.3%
170.6425899	1	1.3%
185.3102081	1	1.3%
187.7614357	1	1.3%

Value	Count	Frequency (%)
3050.781065	1	1.3%
2932.895926	1	1.3%
2719.869608	1	1.3%
2395.323737	1	1.3%
2301.01064	1	1.3%
2282.341509	1	1.3%
2263.042493	1	1.3%
2143.292846	1	1.3%
2120.2372	1	1.3%
2112.721557	1	1.3%

tertiary_link_mean_dist
Real number (ℝ)

High correlation Missing

Distinct	61
Distinct (%)	100.0%
Missing	16
Missing (%)	20.8%
Infinite	0
Infinite (%)	0.0%
Mean	1455.6145

Minimum	140.25213
Maximum	3216.1884
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	140.25213
5-th percentile	200.91095
Q1	525.83342
median	1538.7591
Q3	2086.7912
95-th percentile	2921.4777
Maximum	3216.1884
Range	3075.9362
Interquartile range (IQR)	1560.9578

Descriptive statistics

Standard deviation	902.31523
Coefficient of variation (CV)	0.61988614
Kurtosis	-1.1251353
Mean	1455.6145
Median Absolute Deviation (MAD)	760.62379
Skewness	0.15120268
Sum	88792.482
Variance	814172.77
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2792.11005	1	1.3%
525.8334193	1	1.3%
200.9109508	1	1.3%
239.8999849	1	1.3%
174.6255805	1	1.3%
144.7843854	1	1.3%
140.2521296	1	1.3%
347.4387515	1	1.3%
478.6819954	1	1.3%
319.0397516	1	1.3%
Other values (51)	51	66.2%
(Missing)	16	20.8%

Value	Count	Frequency (%)
140.2521296	1	1.3%
144.7843854	1	1.3%
174.6255805	1	1.3%
200.9109508	1	1.3%
237.5042309	1	1.3%
239.8999849	1	1.3%
307.1529803	1	1.3%
319.0397516	1	1.3%
345.1063508	1	1.3%
347.4387515	1	1.3%

Value	Count	Frequency (%)
3216.188365	1	1.3%
3105.550134	1	1.3%
3053.906453	1	1.3%
2921.477671	1	1.3%
2828.764488	1	1.3%
2792.11005	1	1.3%
2691.006032	1	1.3%
2642.148251	1	1.3%
2532.193133	1	1.3%
2432.952477	1	1.3%

secondary_road_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	427.10476

Minimum	48.435998
Maximum	1980.4265
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	48.435998
5-th percentile	92.041443
Q1	154.25157
median	243.20014
Q3	504.00248
95-th percentile	1481.8344
Maximum	1980.4265
Range	1931.9905
Interquartile range (IQR)	349.75091

Descriptive statistics

Standard deviation	433.55076
Coefficient of variation (CV)	1.0150923
Kurtosis	2.999379
Mean	427.10476
Median Absolute Deviation (MAD)	118.69761
Skewness	1.9165825
Sum	32887.067
Variance	187966.27
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
297.3951581	1	1.3%
167.9850707	1	1.3%
592.9836915	1	1.3%
331.2526568	1	1.3%
191.8017348	1	1.3%
181.1857914	1	1.3%
618.1244094	1	1.3%
201.1309069	1	1.3%
48.43599786	1	1.3%
153.9482658	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
48.43599786	1	1.3%
60.91212203	1	1.3%
84.15935826	1	1.3%
84.65020212	1	1.3%
93.88925275	1	1.3%
102.1565509	1	1.3%
105.723709	1	1.3%
109.0225082	1	1.3%
114.2118627	1	1.3%
114.8660338	1	1.3%

Value	Count	Frequency (%)
1980.426474	1	1.3%
1672.374058	1	1.3%
1584.924682	1	1.3%
1558.101444	1	1.3%
1462.7676	1	1.3%
1305.144118	1	1.3%
1277.84537	1	1.3%
1252.983819	1	1.3%
1242.484962	1	1.3%
952.4414092	1	1.3%

secondary_road_mean_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1276.6008

Minimum	575.80236
Maximum	3438.195
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	575.80236
5-th percentile	795.87586
Q1	941.98687
median	1045.8647
Q3	1289.736
95-th percentile	2929.5201
Maximum	3438.195
Range	2862.3926
Interquartile range (IQR)	347.74918

Descriptive statistics

Standard deviation	631.47563
Coefficient of variation (CV)	0.49465397
Kurtosis	3.5849949
Mean	1276.6008
Median Absolute Deviation (MAD)	149.13718
Skewness	2.0774614
Sum	98298.258
Variance	398761.47
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
941.9868678	1	1.3%
924.5404694	1	1.3%
1175.810986	1	1.3%
1217.327165	1	1.3%
1111.083124	1	1.3%
1166.729939	1	1.3%
1158.407441	1	1.3%
909.164545	1	1.3%
914.9607349	1	1.3%
915.2496455	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
575.8023596	1	1.3%
594.4561483	1	1.3%
728.5870871	1	1.3%
751.6594347	1	1.3%
806.9299637	1	1.3%
812.8269031	1	1.3%
816.700421	1	1.3%
848.4091781	1	1.3%
859.9971663	1	1.3%
867.1075052	1	1.3%

Value	Count	Frequency (%)
3438.194952	1	1.3%
3157.880176	1	1.3%
3135.838888	1	1.3%
3047.800998	1	1.3%
2899.949817	1	1.3%
2821.59595	1	1.3%
2517.218074	1	1.3%
2394.066793	1	1.3%
2211.639606	1	1.3%
1928.669294	1	1.3%

secondary_link_dist
Real number (ℝ)

High correlation Missing

Distinct	75
Distinct (%)	100.0%
Missing	2
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	929.02213

Minimum	139.05662
Maximum	2828.856
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	139.05662
5-th percentile	189.33792
Q1	393.46315
median	681.98367
Q3	1335.4181
95-th percentile	2577.4927
Maximum	2828.856
Range	2689.7994
Interquartile range (IQR)	941.95492

Descriptive statistics

Standard deviation	744.97728
Coefficient of variation (CV)	0.801894
Kurtosis	0.26186064
Mean	929.02213
Median Absolute Deviation (MAD)	343.87413
Skewness	1.1730589
Sum	69676.66
Variance	554991.14
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
612.4859646	1	1.3%
333.8388415	1	1.3%
402.4545406	1	1.3%
192.583027	1	1.3%
624.4743469	1	1.3%
443.1095678	1	1.3%
734.6955117	1	1.3%
692.5281245	1	1.3%
398.2648405	1	1.3%
590.7680943	1	1.3%
Other values (65)	65	84.4%
(Missing)	2	2.6%

Value	Count	Frequency (%)
139.0566188	1	1.3%
151.4356044	1	1.3%
176.179911	1	1.3%
187.104192	1	1.3%
190.2952332	1	1.3%
192.583027	1	1.3%
219.2353006	1	1.3%
230.8928358	1	1.3%
270.7372489	1	1.3%
283.9518769	1	1.3%

Value	Count	Frequency (%)
2828.856013	1	1.3%
2754.870308	1	1.3%
2656.593248	1	1.3%
2592.744443	1	1.3%
2570.956297	1	1.3%
2316.660698	1	1.3%
2297.482569	1	1.3%
2250.734032	1	1.3%
2169.568574	1	1.3%
2156.329852	1	1.3%

secondary_link_mean_dist
Real number (ℝ)

High correlation Missing

Distinct	75
Distinct (%)	100.0%
Missing	2
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	1089.5262

Minimum	213.91213
Maximum	2864.8854
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	213.91213
5-th percentile	422.08592
Q1	598.70088
median	828.77787
Q3	1530.7165
95-th percentile	2599.6733
Maximum	2864.8854
Range	2650.9733
Interquartile range (IQR)	932.01562

Descriptive statistics

Standard deviation	698.67662
Coefficient of variation (CV)	0.64126647
Kurtosis	0.092303617
Mean	1089.5262
Median Absolute Deviation (MAD)	293.35346
Skewness	1.1124404
Sum	81714.465
Variance	488149.02
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
828.7778709	1	1.3%
601.3613222	1	1.3%
526.8274331	1	1.3%
434.11795	1	1.3%
793.072025	1	1.3%
625.7237426	1	1.3%
839.0322516	1	1.3%
792.4201936	1	1.3%
764.1854681	1	1.3%
605.4071577	1	1.3%
Other values (65)	65	84.4%
(Missing)	2	2.6%

Value	Count	Frequency (%)
213.9121254	1	1.3%
223.1042468	1	1.3%
293.2321336	1	1.3%
401.0997564	1	1.3%
431.0799972	1	1.3%
434.11795	1	1.3%
438.125695	1	1.3%
441.2198625	1	1.3%
494.889159	1	1.3%
497.3931714	1	1.3%

Value	Count	Frequency (%)
2864.885381	1	1.3%
2795.677777	1	1.3%
2697.239784	1	1.3%
2634.742519	1	1.3%
2584.643683	1	1.3%
2330.462913	1	1.3%
2312.185297	1	1.3%
2266.826337	1	1.3%
2198.017319	1	1.3%
2184.376789	1	1.3%

primary_road_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1041.5597

Minimum	37.553305
Maximum	2700.6073
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	37.553305
5-th percentile	80.422842
Q1	342.23303
median	982.51128
Q3	1748.9626
95-th percentile	2395.6437
Maximum	2700.6073
Range	2663.0539
Interquartile range (IQR)	1406.7295

Descriptive statistics

Standard deviation	806.57882
Coefficient of variation (CV)	0.77439519
Kurtosis	-1.0949697
Mean	1041.5597
Median Absolute Deviation (MAD)	705.84616
Skewness	0.46661595
Sum	80200.097
Variance	650569.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1106.386771	1	1.3%
2135.919303	1	1.3%
79.19348962	1	1.3%
173.1848585	1	1.3%
591.9773664	1	1.3%
412.6686889	1	1.3%
222.1102942	1	1.3%
1917.009325	1	1.3%
2198.988534	1	1.3%
2267.322304	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
37.55330455	1	1.3%
54.61996862	1	1.3%
74.50786531	1	1.3%
79.19348962	1	1.3%
80.73017996	1	1.3%
96.10552192	1	1.3%
108.1442694	1	1.3%
109.5928037	1	1.3%
121.2872153	1	1.3%
131.8042094	1	1.3%

Value	Count	Frequency (%)
2700.607252	1	1.3%
2514.899377	1	1.3%
2462.742898	1	1.3%
2460.886826	1	1.3%
2379.332977	1	1.3%
2356.775524	1	1.3%
2352.546871	1	1.3%
2351.519029	1	1.3%
2307.691557	1	1.3%
2267.322304	1	1.3%

primary_road_mean_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2309.7458

Minimum	1547.9217
Maximum	3497.1406
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	1547.9217
5-th percentile	1563.3162
Q1	1706.9259
median	2207.1931
Q3	2857.1073
95-th percentile	3279.9479
Maximum	3497.1406
Range	1949.2188
Interquartile range (IQR)	1150.1814

Descriptive statistics

Standard deviation	625.81537
Coefficient of variation (CV)	0.27094556
Kurtosis	-1.3066728
Mean	2309.7458
Median Absolute Deviation (MAD)	535.00652
Skewness	0.32450236
Sum	177850.43
Variance	391644.88
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2435.480981	1	1.3%
3191.313908	1	1.3%
1556.108078	1	1.3%
1705.083547	1	1.3%
1773.722282	1	1.3%
1804.599594	1	1.3%
1578.037618	1	1.3%
3021.352276	1	1.3%
3156.747435	1	1.3%
3240.139525	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
1547.92173	1	1.3%
1549.061692	1	1.3%
1550.793509	1	1.3%
1556.108078	1	1.3%
1565.11825	1	1.3%
1566.873922	1	1.3%
1568.381726	1	1.3%
1577.569702	1	1.3%
1578.037618	1	1.3%
1583.078031	1	1.3%

Value	Count	Frequency (%)
3497.140551	1	1.3%
3492.871	1	1.3%
3405.981609	1	1.3%
3332.002401	1	1.3%
3266.934216	1	1.3%
3250.307534	1	1.3%
3240.139525	1	1.3%
3220.113016	1	1.3%
3191.313908	1	1.3%
3156.747435	1	1.3%

primary_link_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1385.4115

Minimum	286.6066
Maximum	3174.7783
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	286.6066
5-th percentile	364.65088
Q1	781.9951
median	1245.4338
Q3	1862.6812
95-th percentile	2755.7175
Maximum	3174.7783
Range	2888.1717
Interquartile range (IQR)	1080.6861

Descriptive statistics

Standard deviation	786.7947
Coefficient of variation (CV)	0.56791406
Kurtosis	-0.67621005
Mean	1385.4115
Median Absolute Deviation (MAD)	530.70504
Skewness	0.56054144
Sum	106676.69
Variance	619045.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1105.521765	1	1.3%
2978.661159	1	1.3%
370.4547795	1	1.3%
714.728707	1	1.3%
800.6202304	1	1.3%
849.8150053	1	1.3%
405.34991	1	1.3%
2635.625616	1	1.3%
2970.889919	1	1.3%
3174.77829	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
286.606601	1	1.3%
288.7833361	1	1.3%
296.3548098	1	1.3%
360.6155182	1	1.3%
365.6597153	1	1.3%
370.4547795	1	1.3%
405.34991	1	1.3%
452.832121	1	1.3%
455.3516802	1	1.3%
472.5035859	1	1.3%

Value	Count	Frequency (%)
3174.77829	1	1.3%
2978.661159	1	1.3%
2970.889919	1	1.3%
2948.428373	1	1.3%
2707.539733	1	1.3%
2677.595605	1	1.3%
2672.459056	1	1.3%
2666.371795	1	1.3%
2666.078052	1	1.3%
2635.625616	1	1.3%

primary_link_mean_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1661.0032

Minimum	504.07881
Maximum	3185.8892
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	504.07881
5-th percentile	625.30072
Q1	1047.4037
median	1555.886
Q3	2315.3243
95-th percentile	2972.0256
Maximum	3185.8892
Range	2681.8103
Interquartile range (IQR)	1267.9206

Descriptive statistics

Standard deviation	773.9582
Coefficient of variation (CV)	0.46595828
Kurtosis	-1.0062565
Mean	1661.0032
Median Absolute Deviation (MAD)	511.72501
Skewness	0.33672834
Sum	127897.25
Variance	599011.29
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1603.653556	1	1.3%
3012.01314	1	1.3%
713.2623542	1	1.3%
992.8758109	1	1.3%
930.794773	1	1.3%
1052.820372	1	1.3%
696.4676394	1	1.3%
2675.852234	1	1.3%
2989.684372	1	1.3%
3185.889151	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
504.0788115	1	1.3%
527.2008524	1	1.3%
527.4022857	1	1.3%
597.1917544	1	1.3%
632.3279637	1	1.3%
640.8354236	1	1.3%
650.2086314	1	1.3%
659.2975614	1	1.3%
663.980171	1	1.3%
681.5442881	1	1.3%

Value	Count	Frequency (%)
3185.889151	1	1.3%
3067.553907	1	1.3%
3012.01314	1	1.3%
2989.684372	1	1.3%
2967.610925	1	1.3%
2933.708409	1	1.3%
2885.278195	1	1.3%
2852.795034	1	1.3%
2843.032404	1	1.3%
2836.01015	1	1.3%

trunk_road_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	921.57985

Minimum	65.074723
Maximum	2918.3712
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	65.074723
5-th percentile	103.39494
Q1	269.07554
median	686.34264
Q3	1316.7431
95-th percentile	2659.5967
Maximum	2918.3712
Range	2853.2965
Interquartile range (IQR)	1047.6675

Descriptive statistics

Standard deviation	774.47753
Coefficient of variation (CV)	0.84038027
Kurtosis	0.19352423
Mean	921.57985
Median Absolute Deviation (MAD)	459.01395
Skewness	1.0391703
Sum	70961.649
Variance	599815.44
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2027.910001	1	1.3%
327.2846065	1	1.3%
85.62875079	1	1.3%
179.2355987	1	1.3%
597.3906446	1	1.3%
418.8583962	1	1.3%
227.328686	1	1.3%
65.07472347	1	1.3%
223.6095579	1	1.3%
489.2122847	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
65.07472347	1	1.3%
85.62875079	1	1.3%
86.14497232	1	1.3%
86.47477334	1	1.3%
107.6249767	1	1.3%
122.9035427	1	1.3%
127.5976584	1	1.3%
160.7011765	1	1.3%
176.1424518	1	1.3%
177.4657846	1	1.3%

Value	Count	Frequency (%)
2918.371234	1	1.3%
2785.200988	1	1.3%
2761.028925	1	1.3%
2689.433788	1	1.3%
2652.137451	1	1.3%
2649.409342	1	1.3%
2052.764972	1	1.3%
2027.910001	1	1.3%
2024.933753	1	1.3%
1921.011867	1	1.3%

trunk_road_mean_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2081.3542

Minimum	972.83844
Maximum	3825.4872
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	972.83844
5-th percentile	1081.3931
Q1	1523.1153
median	2056.284
Q3	2453.2132
95-th percentile	3026.356
Maximum	3825.4872
Range	2852.6487
Interquartile range (IQR)	930.09791

Descriptive statistics

Standard deviation	642.08217
Coefficient of variation (CV)	0.3084925
Kurtosis	0.28657242
Mean	2081.3542
Median Absolute Deviation (MAD)	401.85366
Skewness	0.47444064
Sum	160264.27
Variance	412269.52
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2870.008668	1	1.3%
1789.422375	1	1.3%
981.9157821	1	1.3%
972.8384402	1	1.3%
1213.39362	1	1.3%
1086.625189	1	1.3%
1037.807771	1	1.3%
1698.821757	1	1.3%
1816.936589	1	1.3%
1854.223505	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
972.8384402	1	1.3%
981.9157821	1	1.3%
1037.807771	1	1.3%
1060.46476	1	1.3%
1086.625189	1	1.3%
1213.39362	1	1.3%
1240.696586	1	1.3%
1254.875313	1	1.3%
1304.312075	1	1.3%
1370.260834	1	1.3%

Value	Count	Frequency (%)
3825.487164	1	1.3%
3802.932043	1	1.3%
3757.044371	1	1.3%
3116.983328	1	1.3%
3003.699139	1	1.3%
2939.610085	1	1.3%
2888.001719	1	1.3%
2870.008668	1	1.3%
2864.818546	1	1.3%
2805.156139	1	1.3%

trunk_link_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1406.5434

Minimum	81.946456
Maximum	2994.8602
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	81.946456
5-th percentile	172.15853
Q1	615.93872
median	1529.5165
Q3	2017.1506
95-th percentile	2780.7743
Maximum	2994.8602
Range	2912.9138
Interquartile range (IQR)	1401.2118

Descriptive statistics

Standard deviation	869.03544
Coefficient of variation (CV)	0.61785187
Kurtosis	-1.0966091
Mean	1406.5434
Median Absolute Deviation (MAD)	617.87106
Skewness	0.075127806
Sum	108303.84
Variance	755222.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2081.278682	1	1.3%
320.2446649	1	1.3%
941.1380074	1	1.3%
676.38718	1	1.3%
1027.193037	1	1.3%
778.5076256	1	1.3%
980.1851807	1	1.3%
81.94645619	1	1.3%
220.2413112	1	1.3%
479.4913119	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
81.94645619	1	1.3%
92.92877251	1	1.3%
109.4634635	1	1.3%
153.1278487	1	1.3%
176.9162052	1	1.3%
179.3522246	1	1.3%
189.8051841	1	1.3%
191.5697562	1	1.3%
220.2413112	1	1.3%
224.1520302	1	1.3%

Value	Count	Frequency (%)
2994.860207	1	1.3%
2952.708725	1	1.3%
2920.22534	1	1.3%
2803.382174	1	1.3%
2775.122278	1	1.3%
2740.360127	1	1.3%
2723.817163	1	1.3%
2697.185424	1	1.3%
2684.267357	1	1.3%
2672.620269	1	1.3%

trunk_link_mean_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1492.5999

Minimum	118.99183
Maximum	3001.6207
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	118.99183
5-th percentile	198.1507
Q1	632.37687
median	1683.6348
Q3	2033.9938
95-th percentile	2791.7176
Maximum	3001.6207
Range	2882.6289
Interquartile range (IQR)	1401.6169

Descriptive statistics

Standard deviation	856.56645
Coefficient of variation (CV)	0.57387544
Kurtosis	-1.1240842
Mean	1492.5999
Median Absolute Deviation (MAD)	622.1716
Skewness	-0.078101309
Sum	114930.2
Variance	733706.09
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2118.885546	1	1.3%
336.4997044	1	1.3%
955.4392393	1	1.3%
694.9921325	1	1.3%
1048.415796	1	1.3%
799.902742	1	1.3%
996.6031616	1	1.3%
169.2959793	1	1.3%
239.9809415	1	1.3%
497.9578405	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
118.9918317	1	1.3%
147.1164113	1	1.3%
165.6509856	1	1.3%
169.2959793	1	1.3%
205.3643799	1	1.3%
206.2278886	1	1.3%
207.3435102	1	1.3%
239.9809415	1	1.3%
293.8508604	1	1.3%
328.6946651	1	1.3%

Value	Count	Frequency (%)
3001.620723	1	1.3%
2962.813124	1	1.3%
2932.485568	1	1.3%
2818.872559	1	1.3%
2784.928858	1	1.3%
2750.9193	1	1.3%
2726.813621	1	1.3%
2710.046069	1	1.3%
2693.226488	1	1.3%
2679.097121	1	1.3%

college_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	559.01047

Minimum	51.978874
Maximum	1776.1134
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	51.978874
5-th percentile	132.50018
Q1	266.8368
median	444.70697
Q3	731.45058
95-th percentile	1400.5308
Maximum	1776.1134
Range	1724.1345
Interquartile range (IQR)	464.61379

Descriptive statistics

Standard deviation	383.61176
Coefficient of variation (CV)	0.68623359
Kurtosis	1.3869152
Mean	559.01047
Median Absolute Deviation (MAD)	203.83545
Skewness	1.3261717
Sum	43043.806
Variance	147157.99
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
746.881905	1	1.3%
488.7441996	1	1.3%
88.3297605	1	1.3%
266.8367985	1	1.3%
173.478643	1	1.3%
422.4235835	1	1.3%
231.3985904	1	1.3%
381.8268468	1	1.3%
563.7819167	1	1.3%
432.0953874	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
51.97887404	1	1.3%
88.3297605	1	1.3%
112.101508	1	1.3%
129.653361	1	1.3%
133.2118838	1	1.3%
155.9271961	1	1.3%
173.478643	1	1.3%
198.5313659	1	1.3%
219.1728659	1	1.3%
220.0250229	1	1.3%

Value	Count	Frequency (%)
1776.113396	1	1.3%
1644.749242	1	1.3%
1453.895803	1	1.3%
1426.94383	1	1.3%
1393.927581	1	1.3%
1346.783981	1	1.3%
1340.718323	1	1.3%
1223.41131	1	1.3%
1144.215791	1	1.3%
956.3365456	1	1.3%

college_mean_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1737.3085

Minimum	561.01861
Maximum	3549.847
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	561.01861
5-th percentile	808.58593
Q1	1252.5171
median	1526.6507
Q3	2042.0418
95-th percentile	3264.1111
Maximum	3549.847
Range	2988.8284
Interquartile range (IQR)	789.5247

Descriptive statistics

Standard deviation	736.57563
Coefficient of variation (CV)	0.42397514
Kurtosis	0.038632854
Mean	1737.3085
Median Absolute Deviation (MAD)	362.34187
Skewness	0.91261557
Sum	133772.76
Variance	542543.66
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2202.750735	1	1.3%
1377.48285	1	1.3%
561.0186128	1	1.3%
684.2158236	1	1.3%
809.9067409	1	1.3%
803.3027094	1	1.3%
611.0963889	1	1.3%
1306.155379	1	1.3%
1427.681918	1	1.3%
1422.173212	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
561.0186128	1	1.3%
611.0963889	1	1.3%
684.2158236	1	1.3%
803.3027094	1	1.3%
809.9067409	1	1.3%
885.1783043	1	1.3%
886.7177182	1	1.3%
944.078003	1	1.3%
992.9586464	1	1.3%
1064.859462	1	1.3%

Value	Count	Frequency (%)
3549.847017	1	1.3%
3374.209411	1	1.3%
3337.156351	1	1.3%
3289.247502	1	1.3%
3257.827014	1	1.3%
3234.632264	1	1.3%
3220.135104	1	1.3%
3007.916602	1	1.3%
2872.37003	1	1.3%
2817.51079	1	1.3%

govt_institute_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	691.72144

Minimum	37.134882
Maximum	2051.7565
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	37.134882
5-th percentile	154.90205
Q1	315.7057
median	568.56553
Q3	830.83732
95-th percentile	1730.7532
Maximum	2051.7565
Range	2014.6217
Interquartile range (IQR)	515.13162

Descriptive statistics

Standard deviation	490.82341
Coefficient of variation (CV)	0.70956802
Kurtosis	0.35106061
Mean	691.72144
Median Absolute Deviation (MAD)	254.77962
Skewness	1.0711318
Sum	53262.551
Variance	240907.62
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
501.7626244	1	1.3%
558.3998143	1	1.3%
256.4462856	1	1.3%
301.3035547	1	1.3%
122.6372208	1	1.3%
232.5940224	1	1.3%
357.35298	1	1.3%
246.942858	1	1.3%
499.3401368	1	1.3%
758.4834079	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
37.1348821	1	1.3%
119.6710139	1	1.3%
122.6372208	1	1.3%
142.8399122	1	1.3%
157.9175868	1	1.3%
169.0886579	1	1.3%
170.5229291	1	1.3%
196.4284333	1	1.3%
197.2747133	1	1.3%
207.568689	1	1.3%

Value	Count	Frequency (%)
2051.756539	1	1.3%
1862.616576	1	1.3%
1803.450473	1	1.3%
1782.813386	1	1.3%
1717.738209	1	1.3%
1659.163612	1	1.3%
1637.076533	1	1.3%
1546.153599	1	1.3%
1477.512448	1	1.3%
1473.357024	1	1.3%

govt_institute_mean_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1834.1632

Minimum	174.35546
Maximum	3843.9682
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	174.35546
5-th percentile	450.58089
Q1	1281.9322
median	1584.7797
Q3	2411.3518
95-th percentile	3406.4689
Maximum	3843.9682
Range	3669.6127
Interquartile range (IQR)	1129.4196

Descriptive statistics

Standard deviation	927.19563
Coefficient of variation (CV)	0.50551424
Kurtosis	-0.67791718
Mean	1834.1632
Median Absolute Deviation (MAD)	517.96579
Skewness	0.40392959
Sum	141230.57
Variance	859691.73
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2163.408353	1	1.3%
1346.774231	1	1.3%
877.8449426	1	1.3%
641.3354971	1	1.3%
508.7872046	1	1.3%
512.5892108	1	1.3%
809.8883739	1	1.3%
1280.232083	1	1.3%
1354.047911	1	1.3%
1363.86634	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
174.3554564	1	1.3%
321.6599129	1	1.3%
411.6309557	1	1.3%
425.266515	1	1.3%
456.9094796	1	1.3%
508.7872046	1	1.3%
512.5892108	1	1.3%
641.3354971	1	1.3%
767.3038308	1	1.3%
809.8883739	1	1.3%

Value	Count	Frequency (%)
3843.968178	1	1.3%
3656.07616	1	1.3%
3610.434258	1	1.3%
3425.392553	1	1.3%
3401.737931	1	1.3%
3357.457298	1	1.3%
3349.283401	1	1.3%
3339.667239	1	1.3%
3287.05353	1	1.3%
3252.854563	1	1.3%

hotel_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1134.9485

Minimum	49.694597
Maximum	4029.0721
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	49.694597
5-th percentile	117.21194
Q1	325.2347
median	842.48494
Q3	1369.6733
95-th percentile	3428.3826
Maximum	4029.0721
Range	3979.3775
Interquartile range (IQR)	1044.4386

Descriptive statistics

Standard deviation	1045.0799
Coefficient of variation (CV)	0.92081707
Kurtosis	0.74165149
Mean	1134.9485
Median Absolute Deviation (MAD)	521.11521
Skewness	1.28912
Sum	87391.033
Variance	1092192.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
688.4559398	1	1.3%
320.116959	1	1.3%
380.988531	1	1.3%
307.8489804	1	1.3%
195.5131372	1	1.3%
262.2286999	1	1.3%
249.3083535	1	1.3%
325.2347007	1	1.3%
206.8086382	1	1.3%
471.3406786	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
49.69459668	1	1.3%
84.78846402	1	1.3%
87.61838463	1	1.3%
93.37305149	1	1.3%
123.1716564	1	1.3%
136.4823812	1	1.3%
185.7798069	1	1.3%
195.5131372	1	1.3%
206.8086382	1	1.3%
213.9260774	1	1.3%

Value	Count	Frequency (%)
4029.07212	1	1.3%
3987.124791	1	1.3%
3746.719349	1	1.3%
3449.376032	1	1.3%
3423.134196	1	1.3%
3162.980419	1	1.3%
3050.726133	1	1.3%
2847.856611	1	1.3%
2816.180641	1	1.3%
2700.464845	1	1.3%

hotel_mean_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2745.14

Minimum	987.77857
Maximum	5649.4546
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	987.77857
5-th percentile	1443.2588
Q1	1962.6898
median	2448.9488
Q3	3276.637
95-th percentile	5165.1767
Maximum	5649.4546
Range	4661.676
Interquartile range (IQR)	1313.9472

Descriptive statistics

Standard deviation	1115.8199
Coefficient of variation (CV)	0.40647103
Kurtosis	0.25092652
Mean	2745.14
Median Absolute Deviation (MAD)	611.09064
Skewness	0.9270866
Sum	211375.78
Variance	1245054
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2697.125821	1	1.3%
1845.657008	1	1.3%
2294.532178	1	1.3%
2092.813405	1	1.3%
2355.05083	1	1.3%
2154.383703	1	1.3%
2335.076646	1	1.3%
1658.61678	1	1.3%
1846.71986	1	1.3%
1962.689815	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
987.7785746	1	1.3%
1066.767168	1	1.3%
1069.837938	1	1.3%
1127.07149	1	1.3%
1522.305679	1	1.3%
1531.01234	1	1.3%
1586.486047	1	1.3%
1602.958642	1	1.3%
1608.509035	1	1.3%
1658.61678	1	1.3%

Value	Count	Frequency (%)
5649.454587	1	1.3%
5419.910311	1	1.3%
5254.610523	1	1.3%
5177.465333	1	1.3%
5162.104553	1	1.3%
5079.416034	1	1.3%
4837.551117	1	1.3%
4665.677769	1	1.3%
4421.761392	1	1.3%
4125.699715	1	1.3%

luxury_hotel_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1292.7925

Minimum	71.594577
Maximum	4834.4037
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	71.594577
5-th percentile	133.27546
Q1	372.0572
median	929.46737
Q3	1749.297
95-th percentile	4113.6766
Maximum	4834.4037
Range	4762.8091
Interquartile range (IQR)	1377.2398

Descriptive statistics

Standard deviation	1190.6448
Coefficient of variation (CV)	0.92098675
Kurtosis	1.3526567
Mean	1292.7925
Median Absolute Deviation (MAD)	641.76231
Skewness	1.3860135
Sum	99545.023
Variance	1417635
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
905.2457709	1	1.3%
175.7116571	1	1.3%
449.7200168	1	1.3%
96.1313963	1	1.3%
437.0744323	1	1.3%
212.4428897	1	1.3%
419.665108	1	1.3%
289.7041032	1	1.3%
71.59457654	1	1.3%
137.4235573	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
71.59457654	1	1.3%
96.1313963	1	1.3%
97.85565127	1	1.3%
116.6830499	1	1.3%
137.4235573	1	1.3%
142.9496754	1	1.3%
167.4678204	1	1.3%
172.4141668	1	1.3%
174.375601	1	1.3%
175.7116571	1	1.3%

Value	Count	Frequency (%)
4834.40367	1	1.3%
4578.964739	1	1.3%
4280.446619	1	1.3%
4190.640847	1	1.3%
4094.435527	1	1.3%
4009.515735	1	1.3%
3581.755064	1	1.3%
3336.09948	1	1.3%
2882.095142	1	1.3%
2617.206554	1	1.3%

luxury_hotel_mean_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2915.5999

Minimum	1046.9852
Maximum	5611.077
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	1046.9852
5-th percentile	1289.5128
Q1	1940.8045
median	2744.1086
Q3	3525.4519
95-th percentile	5219.3824
Maximum	5611.077
Range	4564.0917
Interquartile range (IQR)	1584.6474

Descriptive statistics

Standard deviation	1221.6979
Coefficient of variation (CV)	0.41902111
Kurtosis	-0.63521848
Mean	2915.5999
Median Absolute Deviation (MAD)	803.30405
Skewness	0.57979841
Sum	224501.19
Variance	1492545.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2966.911182	1	1.3%
1643.84804	1	1.3%
2176.417843	1	1.3%
1940.804528	1	1.3%
2209.229727	1	1.3%
2003.307197	1	1.3%
2208.13684	1	1.3%
1459.424518	1	1.3%
1649.823949	1	1.3%
1768.18916	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
1046.985241	1	1.3%
1075.468936	1	1.3%
1131.784807	1	1.3%
1138.536921	1	1.3%
1327.256761	1	1.3%
1395.86549	1	1.3%
1459.424518	1	1.3%
1643.84804	1	1.3%
1649.823949	1	1.3%
1685.445612	1	1.3%

Value	Count	Frequency (%)
5611.076957	1	1.3%
5530.673464	1	1.3%
5311.09222	1	1.3%
5228.477087	1	1.3%
5217.108771	1	1.3%
5154.721944	1	1.3%
5001.312451	1	1.3%
4860.480548	1	1.3%
4822.835692	1	1.3%
4688.906446	1	1.3%

prime_hotel_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	609.0881

Minimum	22.76524
Maximum	2056.4726
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	22.76524
5-th percentile	56.34069
Q1	237.39651
median	492.17735
Q3	902.70169
95-th percentile	1376.0626
Maximum	2056.4726
Range	2033.7073
Interquartile range (IQR)	665.30518

Descriptive statistics

Standard deviation	455.04954
Coefficient of variation (CV)	0.7470997
Kurtosis	0.14180865
Mean	609.0881
Median Absolute Deviation (MAD)	327.15648
Skewness	0.81486572
Sum	46899.783
Variance	207070.08
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
544.8249204	1	1.3%
191.7279276	1	1.3%
58.23061054	1	1.3%
117.9726163	1	1.3%
524.2794743	1	1.3%
362.0764253	1	1.3%
200.7957148	1	1.3%
294.5009978	1	1.3%
72.25271848	1	1.3%
237.3965103	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
22.76524035	1	1.3%
35.45717993	1	1.3%
36.23487691	1	1.3%
48.78100814	1	1.3%
58.23061054	1	1.3%
72.25271848	1	1.3%
117.8931104	1	1.3%
117.9726163	1	1.3%
135.8609755	1	1.3%
136.8456183	1	1.3%

Value	Count	Frequency (%)
2056.472571	1	1.3%
1705.679903	1	1.3%
1475.507482	1	1.3%
1400.906637	1	1.3%
1369.851561	1	1.3%
1356.130185	1	1.3%
1315.841051	1	1.3%
1272.391334	1	1.3%
1236.689935	1	1.3%
1233.617281	1	1.3%

prime_hotel_mean_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2071.0187

Minimum	389.12472
Maximum	5029.0826
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	389.12472
5-th percentile	601.22847
Q1	1218.4816
median	1799.6947
Q3	2562.3137
95-th percentile	4450.9507
Maximum	5029.0826
Range	4639.9579
Interquartile range (IQR)	1343.8322

Descriptive statistics

Standard deviation	1152.6556
Coefficient of variation (CV)	0.55656457
Kurtosis	-0.10529351
Mean	2071.0187
Median Absolute Deviation (MAD)	724.24339
Skewness	0.8262175
Sum	159468.44
Variance	1328615
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1894.645503	1	1.3%
907.5174808	1	1.3%
1493.475696	1	1.3%
1310.824764	1	1.3%
1622.308335	1	1.3%
1412.377187	1	1.3%
1547.687718	1	1.3%
766.7284872	1	1.3%
897.1037128	1	1.3%
994.4681988	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
389.1247167	1	1.3%
503.3219955	1	1.3%
543.6978791	1	1.3%
580.9072311	1	1.3%
606.3087744	1	1.3%
640.7007075	1	1.3%
766.7284872	1	1.3%
897.1037128	1	1.3%
907.5174808	1	1.3%
908.4101948	1	1.3%

Value	Count	Frequency (%)
5029.082646	1	1.3%
4775.48723	1	1.3%
4535.851237	1	1.3%
4453.814114	1	1.3%
4450.234828	1	1.3%
4428.735179	1	1.3%
4061.609313	1	1.3%
3921.195617	1	1.3%
3728.44615	1	1.3%
3599.833935	1	1.3%

malls_dist
Real number (ℝ)

Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	597.2043

Minimum	10.845712
Maximum	2170.7398
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	10.845712
5-th percentile	154.55699
Q1	305.55899
median	519.76001
Q3	775.29965
95-th percentile	1396.49
Maximum	2170.7398
Range	2159.8941
Interquartile range (IQR)	469.74065

Descriptive statistics

Standard deviation	399.66096
Coefficient of variation (CV)	0.66921984
Kurtosis	3.2589721
Mean	597.2043
Median Absolute Deviation (MAD)	214.62928
Skewness	1.5295355
Sum	45984.731
Variance	159728.89
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
485.7378079	1	1.3%
671.8829364	1	1.3%
451.8687236	1	1.3%
161.8664205	1	1.3%
506.0516423	1	1.3%
268.3289969	1	1.3%
489.6540611	1	1.3%
612.4326085	1	1.3%
775.2996452	1	1.3%
519.7600108	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
10.84571208	1	1.3%
78.01439674	1	1.3%
97.47805819	1	1.3%
148.724701	1	1.3%
156.0150663	1	1.3%
161.8664205	1	1.3%
162.4164465	1	1.3%
175.1238059	1	1.3%
185.9024299	1	1.3%
211.8486824	1	1.3%

Value	Count	Frequency (%)
2170.739778	1	1.3%
1855.751506	1	1.3%
1509.811041	1	1.3%
1499.058647	1	1.3%
1370.847778	1	1.3%
1299.855198	1	1.3%
1075.293321	1	1.3%
1025.388838	1	1.3%
987.8753236	1	1.3%
965.297027	1	1.3%

malls_mean_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2179.5679

Minimum	660.48237
Maximum	4603.7289
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	660.48237
5-th percentile	951.134
Q1	1395.3384
median	1848.9667
Q3	2753.3885
95-th percentile	4061.0748
Maximum	4603.7289
Range	3943.2465
Interquartile range (IQR)	1358.0501

Descriptive statistics

Standard deviation	982.83841
Coefficient of variation (CV)	0.45093269
Kurtosis	-0.37210344
Mean	2179.5679
Median Absolute Deviation (MAD)	494.24447
Skewness	0.71569477
Sum	167826.73
Variance	965971.34
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2070.420246	1	1.3%
1293.263424	1	1.3%
1752.75783	1	1.3%
1577.309566	1	1.3%
1809.2708	1	1.3%
1615.074562	1	1.3%
1790.821621	1	1.3%
1173.834033	1	1.3%
1334.262325	1	1.3%
1331.079304	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
660.4823653	1	1.3%
662.4328109	1	1.3%
672.6217105	1	1.3%
687.3904288	1	1.3%
1017.069893	1	1.3%
1071.245253	1	1.3%
1173.834033	1	1.3%
1256.991377	1	1.3%
1293.263424	1	1.3%
1331.079304	1	1.3%

Value	Count	Frequency (%)
4603.728914	1	1.3%
4345.111321	1	1.3%
4155.318493	1	1.3%
4061.582608	1	1.3%
4060.947841	1	1.3%
4045.459962	1	1.3%
4016.075375	1	1.3%
3779.068134	1	1.3%
3661.066803	1	1.3%
3540.922337	1	1.3%

schools_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	605.87753

Minimum	30.110002
Maximum	1694.5935
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	30.110002
5-th percentile	121.826
Q1	313.3438
median	563.87527
Q3	884.17243
95-th percentile	1200.8095
Maximum	1694.5935
Range	1664.4835
Interquartile range (IQR)	570.82863

Descriptive statistics

Standard deviation	365.0851
Coefficient of variation (CV)	0.60257243
Kurtosis	-0.30623037
Mean	605.87753
Median Absolute Deviation (MAD)	269.96458
Skewness	0.56116497
Sum	46652.57
Variance	133287.13
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1004.730276	1	1.3%
115.9649206	1	1.3%
329.7069615	1	1.3%
30.11000232	1	1.3%
188.7850407	1	1.3%
79.52578016	1	1.3%
298.3546969	1	1.3%
240.607138	1	1.3%
159.4769565	1	1.3%
317.0256696	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
30.11000232	1	1.3%
59.27264191	1	1.3%
79.52578016	1	1.3%
115.9649206	1	1.3%
123.2912745	1	1.3%
127.4052293	1	1.3%
147.2775294	1	1.3%
159.4769565	1	1.3%
188.7850407	1	1.3%
216.551342	1	1.3%

Value	Count	Frequency (%)
1694.59348	1	1.3%
1334.973116	1	1.3%
1300.786625	1	1.3%
1216.467608	1	1.3%
1196.894937	1	1.3%
1147.313058	1	1.3%
1126.712194	1	1.3%
1110.396163	1	1.3%
1108.334766	1	1.3%
1091.604831	1	1.3%

schools_mean_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2048.2847

Minimum	1209.4988
Maximum	3310.2658
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	1209.4988
5-th percentile	1243.0751
Q1	1469.1718
median	2050.6645
Q3	2521.6067
95-th percentile	3123.1792
Maximum	3310.2658
Range	2100.767
Interquartile range (IQR)	1052.4349

Descriptive statistics

Standard deviation	601.77442
Coefficient of variation (CV)	0.29379432
Kurtosis	-1.0133147
Mean	2048.2847
Median Absolute Deviation (MAD)	534.11768
Skewness	0.22425987
Sum	157717.92
Variance	362132.45
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2010.278518	1	1.3%
1209.498799	1	1.3%
1480.825145	1	1.3%
1324.711858	1	1.3%
1486.961048	1	1.3%
1355.897576	1	1.3%
1490.764309	1	1.3%
1215.278777	1	1.3%
1217.726939	1	1.3%
1240.208695	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
1209.498799	1	1.3%
1215.278777	1	1.3%
1217.726939	1	1.3%
1240.208695	1	1.3%
1243.791679	1	1.3%
1251.537603	1	1.3%
1257.535556	1	1.3%
1293.78673	1	1.3%
1295.024133	1	1.3%
1304.905156	1	1.3%

Value	Count	Frequency (%)
3310.265846	1	1.3%
3241.25141	1	1.3%
3162.48939	1	1.3%
3158.760852	1	1.3%
3114.283777	1	1.3%
3096.842178	1	1.3%
2910.071771	1	1.3%
2831.060388	1	1.3%
2756.081117	1	1.3%
2730.370218	1	1.3%

it_companies_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	722.95636

Minimum	47.28783
Maximum	2157.7074
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	47.28783
5-th percentile	120.87039
Q1	301.27167
median	600.39378
Q3	1001.5946
95-th percentile	1942.1057
Maximum	2157.7074
Range	2110.4196
Interquartile range (IQR)	700.32291

Descriptive statistics

Standard deviation	532.94878
Coefficient of variation (CV)	0.73717973
Kurtosis	0.26708967
Mean	722.95636
Median Absolute Deviation (MAD)	375.41384
Skewness	0.94913132
Sum	55667.64
Variance	284034.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
307.244689	1	1.3%
590.2877016	1	1.3%
295.6009502	1	1.3%
163.7606963	1	1.3%
143.6537279	1	1.3%
339.0497807	1	1.3%
352.2625311	1	1.3%
300.1498544	1	1.3%
618.7073665	1	1.3%
394.5508555	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
47.28783008	1	1.3%
94.88932464	1	1.3%
96.37039948	1	1.3%
98.77777734	1	1.3%
126.3935416	1	1.3%
142.0643748	1	1.3%
142.9754147	1	1.3%
143.6537279	1	1.3%
145.4359306	1	1.3%
145.5575351	1	1.3%

Value	Count	Frequency (%)
2157.707449	1	1.3%
2012.272023	1	1.3%
1982.764609	1	1.3%
1976.47644	1	1.3%
1933.512968	1	1.3%
1724.702138	1	1.3%
1638.050973	1	1.3%
1468.745687	1	1.3%
1434.224516	1	1.3%
1342.103563	1	1.3%

it_companies_mean_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2044.104

Minimum	292.83907
Maximum	4489.0841
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	292.83907
5-th percentile	433.10479
Q1	1474.7097
median	1714.5469
Q3	2835.4576
95-th percentile	3986.0093
Maximum	4489.0841
Range	4196.245
Interquartile range (IQR)	1360.7479

Descriptive statistics

Standard deviation	1028.7985
Coefficient of variation (CV)	0.50330048
Kurtosis	-0.48630915
Mean	2044.104
Median Absolute Deviation (MAD)	624.97854
Skewness	0.4691599
Sum	157396
Variance	1058426.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
817.5894167	1	1.3%
1507.914464	1	1.3%
1460.141881	1	1.3%
1447.99005	1	1.3%
1573.709236	1	1.3%
1504.713714	1	1.3%
1485.062124	1	1.3%
1505.591398	1	1.3%
1518.823681	1	1.3%
1474.709689	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
292.8390736	1	1.3%
348.3739771	1	1.3%
365.0080432	1	1.3%
426.0955166	1	1.3%
434.8571047	1	1.3%
485.089569	1	1.3%
688.1552865	1	1.3%
761.7225834	1	1.3%
817.5894167	1	1.3%
910.4642509	1	1.3%

Value	Count	Frequency (%)
4489.084109	1	1.3%
4222.562638	1	1.3%
4031.272523	1	1.3%
4027.574159	1	1.3%
3975.618086	1	1.3%
3869.697214	1	1.3%
3693.658028	1	1.3%
3498.877102	1	1.3%
3478.870974	1	1.3%
3440.248046	1	1.3%

tourist_spot_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	635.10705

Minimum	94.435979
Maximum	2550.5081
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	94.435979
5-th percentile	174.97367
Q1	309.00244
median	496.85231
Q3	807.26156
95-th percentile	1673.7131
Maximum	2550.5081
Range	2456.0721
Interquartile range (IQR)	498.25911

Descriptive statistics

Standard deviation	481.99131
Coefficient of variation (CV)	0.7589135
Kurtosis	4.4080001
Mean	635.10705
Median Absolute Deviation (MAD)	233.0478
Skewness	1.9201698
Sum	48903.243
Variance	232315.62
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
900.3108164	1	1.3%
339.4442578	1	1.3%
285.5198614	1	1.3%
136.3867726	1	1.3%
343.7366857	1	1.3%
248.2875088	1	1.3%
213.6850571	1	1.3%
180.4407507	1	1.3%
263.8045052	1	1.3%
530.6440482	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
94.43597928	1	1.3%
123.2696409	1	1.3%
136.3867726	1	1.3%
153.1053538	1	1.3%
180.4407507	1	1.3%
202.1165167	1	1.3%
205.6131232	1	1.3%
206.1321996	1	1.3%
213.6850571	1	1.3%
235.9633632	1	1.3%

Value	Count	Frequency (%)
2550.508123	1	1.3%
2312.084176	1	1.3%
1901.788375	1	1.3%
1864.11967	1	1.3%
1626.111463	1	1.3%
1297.464382	1	1.3%
1265.224695	1	1.3%
1263.382523	1	1.3%
1046.535738	1	1.3%
1026.222698	1	1.3%

tourist_spot_mean_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1991.2561

Minimum	621.12353
Maximum	3885.6232
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	621.12353
5-th percentile	1043.8854
Q1	1461.28
median	1838.3945
Q3	2580.5182
95-th percentile	3219.3139
Maximum	3885.6232
Range	3264.4997
Interquartile range (IQR)	1119.2381

Descriptive statistics

Standard deviation	724.6021
Coefficient of variation (CV)	0.36389197
Kurtosis	-0.33590076
Mean	1991.2561
Median Absolute Deviation (MAD)	482.83698
Skewness	0.46736534
Sum	153326.72
Variance	525048.21
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2081.10136	1	1.3%
1494.215507	1	1.3%
1491.071311	1	1.3%
1353.760987	1	1.3%
1454.579912	1	1.3%
1353.982713	1	1.3%
1496.801901	1	1.3%
1311.674641	1	1.3%
1520.695754	1	1.3%
1603.654041	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
621.1235313	1	1.3%
624.558498	1	1.3%
714.9065377	1	1.3%
781.9618631	1	1.3%
1109.366266	1	1.3%
1162.556582	1	1.3%
1209.525275	1	1.3%
1237.538438	1	1.3%
1295.681361	1	1.3%
1295.999294	1	1.3%

Value	Count	Frequency (%)
3885.623195	1	1.3%
3602.361192	1	1.3%
3293.294215	1	1.3%
3281.171704	1	1.3%
3203.849474	1	1.3%
3149.237457	1	1.3%
3075.249335	1	1.3%
3052.753959	1	1.3%
2996.223338	1	1.3%
2972.598645	1	1.3%

hospital_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	929.39608

Minimum	8.7125684
Maximum	3690.3585
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	8.7125684
5-th percentile	55.092768
Q1	253.56497
median	605.90108
Q3	1084.101
95-th percentile	3469.1063
Maximum	3690.3585
Range	3681.6459
Interquartile range (IQR)	830.53599

Descriptive statistics

Standard deviation	1007.8283
Coefficient of variation (CV)	1.0843905
Kurtosis	1.9185893
Mean	929.39608
Median Absolute Deviation (MAD)	397.32301
Skewness	1.6874538
Sum	71563.498
Variance	1015717.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
556.8432725	1	1.3%
90.9945085	1	1.3%
605.9010755	1	1.3%
595.166018	1	1.3%
934.6038857	1	1.3%
762.6124555	1	1.3%
608.5048428	1	1.3%
109.9330134	1	1.3%
22.00924203	1	1.3%
41.34087642	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
8.712568387	1	1.3%
22.00924203	1	1.3%
33.80369645	1	1.3%
41.34087642	1	1.3%
58.53074036	1	1.3%
62.97751564	1	1.3%
88.92267707	1	1.3%
90.9945085	1	1.3%
97.5784203	1	1.3%
97.69262513	1	1.3%

Value	Count	Frequency (%)
3690.358477	1	1.3%
3640.775655	1	1.3%
3589.328277	1	1.3%
3575.445338	1	1.3%
3442.521569	1	1.3%
3441.709684	1	1.3%
3226.86487	1	1.3%
3102.246589	1	1.3%
2642.969628	1	1.3%
2374.749948	1	1.3%

hospital_mean_dist
Real number (ℝ)

High correlation Unique

Distinct	77
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1899.7985

Minimum	109.022
Maximum	4711.852
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	748.0 B

Quantile statistics

Minimum	109.022
5-th percentile	190.91914
Q1	1080.6893
median	1901.5015
Q3	2428.2093
95-th percentile	4239.5191
Maximum	4711.852
Range	4602.83
Interquartile range (IQR)	1347.52

Descriptive statistics

Standard deviation	1157.5779
Coefficient of variation (CV)	0.60931616
Kurtosis	-0.13624367
Mean	1899.7985
Median Absolute Deviation (MAD)	631.91556
Skewness	0.44262961
Sum	146284.49
Variance	1339986.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1172.438693	1	1.3%
163.2681214	1	1.3%
2112.347616	1	1.3%
1926.775513	1	1.3%
2096.65637	1	1.3%
1929.787782	1	1.3%
2135.797524	1	1.3%
147.448485	1	1.3%
109.0219955	1	1.3%
182.6068694	1	1.3%
Other values (67)	67	87.0%

Value	Count	Frequency (%)
109.0219955	1	1.3%
147.448485	1	1.3%
163.2681214	1	1.3%
182.6068694	1	1.3%
192.9972079	1	1.3%
193.6115161	1	1.3%
196.2611844	1	1.3%
239.7964427	1	1.3%
255.2781851	1	1.3%
270.3050993	1	1.3%

Value	Count	Frequency (%)
4711.851995	1	1.3%
4459.216068	1	1.3%
4313.597315	1	1.3%
4254.666044	1	1.3%
4235.732417	1	1.3%
4095.718388	1	1.3%
3919.387372	1	1.3%
3816.065177	1	1.3%
3643.710642	1	1.3%
3374.488105	1	1.3%

Interactions

Correlations

	Bhk	Lat	Lng	Price	Sqft	Type	college_dist	college_mean_dist	govt_institute_dist	govt_institute_mean_dist	hospital_dist	hospital_mean_dist	hotel_dist	hotel_mean_dist	it_companies_dist	it_companies_mean_dist	luxury_hotel_dist	luxury_hotel_mean_dist	malls_dist	malls_mean_dist	primary_link_dist	primary_link_mean_dist	primary_road_dist	primary_road_mean_dist	prime_hotel_dist	prime_hotel_mean_dist	schools_dist	schools_mean_dist	secondary_link_dist	secondary_link_mean_dist	secondary_road_dist	secondary_road_mean_dist	tertiary_link_dist	tertiary_link_mean_dist	tertiary_road_dist	tertiary_road_mean_dist	tourist_spot_dist	tourist_spot_mean_dist	trunk_link_dist	trunk_link_mean_dist	trunk_road_dist	trunk_road_mean_dist
Bhk	1.000	0.015	0.246	0.530	0.506	0.744	-0.375	-0.241	-0.146	-0.239	-0.338	-0.231	-0.317	-0.296	-0.080	-0.096	-0.282	-0.325	-0.234	-0.332	-0.047	-0.035	-0.065	0.007	-0.151	-0.346	-0.295	-0.310	-0.360	-0.397	-0.145	-0.264	-0.081	-0.082	-0.036	-0.293	-0.123	-0.278	-0.073	-0.094	-0.096	-0.163
Lat	0.015	1.000	0.106	-0.202	-0.101	0.000	-0.316	-0.436	-0.043	-0.156	0.382	0.642	0.302	0.356	0.525	0.694	0.332	0.317	0.020	0.348	-0.252	-0.219	-0.200	-0.379	0.289	0.377	0.135	0.368	-0.065	0.034	0.300	0.484	-0.007	-0.103	-0.348	-0.581	-0.160	-0.053	-0.110	-0.085	-0.220	-0.428
Lng	0.246	0.106	1.000	0.214	0.030	0.104	-0.327	0.066	-0.346	0.023	-0.532	-0.146	-0.317	-0.387	0.405	0.370	-0.349	-0.378	0.091	-0.370	-0.123	-0.228	-0.374	-0.473	-0.360	-0.433	-0.488	-0.302	-0.706	-0.629	-0.524	-0.566	-0.585	-0.588	0.043	-0.460	-0.021	-0.210	-0.557	-0.443	-0.518	-0.510
Price	0.530	-0.202	0.214	1.000	0.773	0.597	-0.250	-0.269	-0.353	-0.388	-0.417	-0.475	-0.283	-0.341	-0.086	-0.188	-0.333	-0.424	-0.142	-0.446	0.199	0.161	0.072	0.144	-0.344	-0.415	-0.342	-0.525	-0.368	-0.460	-0.221	-0.422	0.140	0.119	0.059	-0.117	-0.013	-0.380	-0.164	-0.199	-0.201	-0.248
Sqft	0.506	-0.101	0.030	0.773	1.000	0.427	-0.103	-0.269	-0.301	-0.273	-0.315	-0.303	-0.114	-0.123	-0.131	-0.194	-0.140	-0.209	-0.059	-0.207	0.203	0.193	0.110	0.198	-0.126	-0.189	-0.245	-0.333	-0.087	-0.191	0.060	-0.178	0.260	0.256	-0.006	-0.041	0.052	-0.157	-0.157	-0.207	-0.153	-0.222
Type	0.744	0.000	0.104	0.597	0.427	1.000	0.000	0.000	0.000	0.000	0.000	0.137	0.000	0.000	0.000	0.135	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.259	0.000	0.000	0.000	0.000	0.176	0.000	0.000	0.112	0.194	0.000	0.000	0.000	0.000
college_dist	-0.375	-0.316	-0.327	-0.250	-0.103	0.000	1.000	0.610	0.301	0.535	0.379	0.272	0.408	0.380	0.032	-0.067	0.327	0.453	0.391	0.465	-0.029	-0.032	-0.088	-0.019	0.174	0.427	0.315	0.370	0.369	0.406	0.195	0.313	0.207	0.231	0.145	0.430	0.412	0.579	0.165	0.171	0.349	0.393
college_mean_dist	-0.241	-0.436	0.066	-0.269	-0.269	0.000	0.610	1.000	0.557	0.893	0.157	0.255	0.287	0.266	0.192	0.039	0.240	0.433	0.352	0.420	-0.228	-0.244	-0.292	-0.238	0.135	0.325	0.259	0.480	0.230	0.273	-0.011	0.082	0.054	0.131	0.373	0.494	0.544	0.684	0.286	0.349	0.342	0.545
govt_institute_dist	-0.146	-0.043	-0.346	-0.353	-0.301	0.000	0.301	0.557	1.000	0.671	0.327	0.420	0.401	0.403	0.228	0.091	0.344	0.541	0.167	0.499	-0.196	-0.123	0.030	-0.021	0.312	0.480	0.552	0.619	0.499	0.576	0.228	0.451	0.081	0.132	0.165	0.389	0.474	0.578	0.521	0.497	0.410	0.576
govt_institute_mean_dist	-0.239	-0.156	0.023	-0.388	-0.273	0.000	0.535	0.893	0.671	1.000	0.214	0.518	0.474	0.501	0.328	0.205	0.412	0.671	0.360	0.659	-0.328	-0.321	-0.326	-0.355	0.275	0.568	0.371	0.714	0.410	0.483	0.161	0.327	0.044	0.139	0.310	0.485	0.597	0.869	0.257	0.304	0.310	0.466
hospital_dist	-0.338	0.382	-0.532	-0.417	-0.315	0.000	0.379	0.157	0.327	0.214	1.000	0.738	0.493	0.537	0.133	0.242	0.549	0.636	-0.006	0.665	-0.450	-0.360	-0.305	-0.287	0.490	0.669	0.602	0.688	0.437	0.483	0.617	0.773	0.427	0.337	-0.055	0.033	0.094	0.319	0.566	0.585	0.469	0.381
hospital_mean_dist	-0.231	0.642	-0.146	-0.475	-0.303	0.137	0.272	0.255	0.420	0.518	0.738	1.000	0.655	0.710	0.516	0.598	0.635	0.823	0.204	0.856	-0.587	-0.534	-0.483	-0.601	0.499	0.821	0.539	0.886	0.386	0.482	0.535	0.795	0.238	0.198	-0.031	-0.071	0.290	0.606	0.288	0.318	0.258	0.130
hotel_dist	-0.317	0.302	-0.317	-0.283	-0.114	0.000	0.408	0.287	0.401	0.474	0.493	0.655	1.000	0.868	0.468	0.515	0.893	0.849	0.456	0.798	-0.040	0.031	0.033	-0.071	0.667	0.857	0.565	0.766	0.532	0.553	0.454	0.651	0.445	0.485	0.211	0.261	0.528	0.707	0.327	0.295	0.290	0.320
hotel_mean_dist	-0.296	0.356	-0.387	-0.341	-0.123	0.000	0.380	0.266	0.403	0.501	0.537	0.710	0.868	1.000	0.366	0.449	0.910	0.950	0.429	0.912	-0.080	0.016	0.063	-0.061	0.711	0.959	0.579	0.836	0.578	0.600	0.491	0.719	0.558	0.641	0.053	0.312	0.404	0.784	0.389	0.371	0.269	0.370
it_companies_dist	-0.080	0.525	0.405	-0.086	-0.131	0.000	0.032	0.192	0.228	0.328	0.133	0.516	0.468	0.366	1.000	0.848	0.456	0.393	0.459	0.372	-0.132	-0.136	-0.222	-0.388	0.326	0.370	0.104	0.431	-0.026	0.059	0.068	0.225	-0.151	-0.155	0.205	-0.254	0.316	0.291	-0.099	-0.065	-0.122	-0.153
it_companies_mean_dist	-0.096	0.694	0.370	-0.188	-0.194	0.135	-0.067	0.039	0.091	0.205	0.242	0.598	0.515	0.449	0.848	1.000	0.512	0.430	0.426	0.427	-0.092	-0.070	-0.165	-0.382	0.355	0.418	0.123	0.485	-0.103	-0.019	0.165	0.244	-0.311	-0.321	0.042	-0.348	0.167	0.221	-0.177	-0.117	-0.231	-0.204
luxury_hotel_dist	-0.282	0.332	-0.349	-0.333	-0.140	0.000	0.327	0.240	0.344	0.412	0.549	0.635	0.893	0.910	0.456	0.512	1.000	0.868	0.430	0.808	-0.006	0.088	0.098	0.018	0.827	0.885	0.580	0.787	0.529	0.528	0.487	0.675	0.493	0.561	0.148	0.236	0.402	0.670	0.432	0.409	0.298	0.401
luxury_hotel_mean_dist	-0.325	0.317	-0.378	-0.424	-0.209	0.000	0.453	0.433	0.541	0.671	0.636	0.823	0.849	0.950	0.393	0.430	0.868	1.000	0.370	0.975	-0.265	-0.187	-0.132	-0.225	0.677	0.985	0.641	0.944	0.635	0.673	0.548	0.785	0.538	0.608	0.135	0.377	0.493	0.861	0.456	0.447	0.361	0.431
malls_dist	-0.234	0.020	0.091	-0.142	-0.059	0.000	0.391	0.352	0.167	0.360	-0.006	0.204	0.456	0.429	0.459	0.426	0.430	0.370	1.000	0.417	0.284	0.255	0.185	0.085	0.320	0.374	-0.016	0.268	0.200	0.241	0.024	0.172	0.175	0.222	0.223	0.203	0.397	0.480	-0.208	-0.206	-0.260	-0.043
malls_mean_dist	-0.332	0.348	-0.370	-0.446	-0.207	0.000	0.465	0.420	0.499	0.659	0.665	0.856	0.798	0.912	0.372	0.427	0.808	0.975	0.417	1.000	-0.324	-0.262	-0.204	-0.288	0.642	0.970	0.600	0.933	0.654	0.695	0.570	0.817	0.565	0.610	0.140	0.356	0.465	0.843	0.388	0.380	0.307	0.356
primary_link_dist	-0.047	-0.252	-0.123	0.199	0.203	0.000	-0.029	-0.228	-0.196	-0.328	-0.450	-0.587	-0.040	-0.080	-0.132	-0.092	-0.006	-0.265	0.284	-0.324	1.000	0.953	0.862	0.810	-0.033	-0.236	-0.326	-0.423	-0.046	-0.107	-0.217	-0.349	-0.089	-0.020	-0.062	0.201	-0.062	-0.213	-0.329	-0.367	-0.357	-0.142
primary_link_mean_dist	-0.035	-0.219	-0.228	0.161	0.193	0.000	-0.032	-0.244	-0.123	-0.321	-0.360	-0.534	0.031	0.016	-0.136	-0.070	0.088	-0.187	0.255	-0.262	0.953	1.000	0.878	0.858	0.055	-0.163	-0.203	-0.337	0.054	0.008	-0.094	-0.266	-0.101	-0.018	-0.086	0.189	-0.127	-0.171	-0.217	-0.249	-0.284	0.003
primary_road_dist	-0.065	-0.200	-0.374	0.072	0.110	0.000	-0.088	-0.292	0.030	-0.326	-0.305	-0.483	0.033	0.063	-0.222	-0.165	0.098	-0.132	0.185	-0.204	0.862	0.878	1.000	0.889	0.165	-0.083	-0.038	-0.263	0.151	0.069	-0.100	-0.160	-0.008	0.077	-0.112	0.251	-0.048	-0.145	-0.032	-0.108	-0.114	0.107
primary_road_mean_dist	0.007	-0.379	-0.473	0.144	0.198	0.000	-0.019	-0.238	-0.021	-0.355	-0.287	-0.601	-0.071	-0.061	-0.388	-0.382	0.018	-0.225	0.085	-0.288	0.810	0.858	0.889	1.000	0.143	-0.181	-0.046	-0.348	0.177	0.080	-0.072	-0.178	0.078	0.144	-0.056	0.327	-0.089	-0.195	0.061	-0.030	-0.010	0.203
prime_hotel_dist	-0.151	0.289	-0.360	-0.344	-0.126	0.000	0.174	0.135	0.312	0.275	0.490	0.499	0.667	0.711	0.326	0.355	0.827	0.677	0.320	0.642	-0.033	0.055	0.165	0.143	1.000	0.725	0.536	0.649	0.499	0.463	0.422	0.645	0.412	0.448	0.112	0.145	0.361	0.519	0.497	0.470	0.380	0.426
prime_hotel_mean_dist	-0.346	0.377	-0.433	-0.415	-0.189	0.000	0.427	0.325	0.480	0.568	0.669	0.821	0.857	0.959	0.370	0.418	0.885	0.985	0.374	0.970	-0.236	-0.163	-0.083	-0.181	0.725	1.000	0.649	0.918	0.654	0.683	0.572	0.840	0.609	0.662	0.083	0.332	0.464	0.804	0.465	0.444	0.346	0.378
schools_dist	-0.295	0.135	-0.488	-0.342	-0.245	0.000	0.315	0.259	0.552	0.371	0.602	0.539	0.565	0.579	0.104	0.123	0.580	0.641	-0.016	0.600	-0.326	-0.203	-0.038	-0.046	0.536	0.649	1.000	0.688	0.547	0.572	0.443	0.580	0.261	0.275	0.138	0.296	0.341	0.488	0.662	0.643	0.525	0.606
schools_mean_dist	-0.310	0.368	-0.302	-0.525	-0.333	0.000	0.370	0.480	0.619	0.714	0.688	0.886	0.766	0.836	0.431	0.485	0.787	0.944	0.268	0.933	-0.423	-0.337	-0.263	-0.348	0.649	0.918	0.688	1.000	0.606	0.665	0.548	0.776	0.296	0.348	0.135	0.275	0.449	0.797	0.507	0.526	0.414	0.468
secondary_link_dist	-0.360	-0.065	-0.706	-0.368	-0.087	0.259	0.369	0.230	0.499	0.410	0.437	0.386	0.532	0.578	-0.026	-0.103	0.529	0.635	0.200	0.654	-0.046	0.054	0.151	0.177	0.499	0.654	0.547	0.606	1.000	0.933	0.602	0.688	0.461	0.511	0.172	0.614	0.289	0.605	0.405	0.347	0.362	0.462
secondary_link_mean_dist	-0.397	0.034	-0.629	-0.460	-0.191	0.000	0.406	0.273	0.576	0.483	0.483	0.482	0.553	0.600	0.059	-0.019	0.528	0.673	0.241	0.695	-0.107	0.008	0.069	0.080	0.463	0.683	0.572	0.665	0.933	1.000	0.585	0.742	0.338	0.392	0.108	0.537	0.257	0.640	0.387	0.367	0.300	0.445
secondary_road_dist	-0.145	0.300	-0.524	-0.221	0.060	0.000	0.195	-0.011	0.228	0.161	0.617	0.535	0.454	0.491	0.068	0.165	0.487	0.548	0.024	0.570	-0.217	-0.094	-0.100	-0.072	0.422	0.572	0.443	0.548	0.602	0.585	1.000	0.693	0.284	0.291	-0.021	0.189	0.112	0.317	0.365	0.345	0.163	0.247
secondary_road_mean_dist	-0.264	0.484	-0.566	-0.422	-0.178	0.000	0.313	0.082	0.451	0.327	0.773	0.795	0.651	0.719	0.225	0.244	0.675	0.785	0.172	0.817	-0.349	-0.266	-0.160	-0.178	0.645	0.840	0.580	0.776	0.688	0.742	0.693	1.000	0.618	0.583	-0.082	0.143	0.253	0.545	0.473	0.436	0.302	0.247
tertiary_link_dist	-0.081	-0.007	-0.585	0.140	0.260	0.000	0.207	0.054	0.081	0.044	0.427	0.238	0.445	0.558	-0.151	-0.311	0.493	0.538	0.175	0.565	-0.089	-0.101	-0.008	0.078	0.412	0.609	0.261	0.296	0.461	0.338	0.284	0.618	1.000	0.973	0.165	0.358	0.356	0.345	0.449	0.337	0.243	0.052
tertiary_link_mean_dist	-0.082	-0.103	-0.588	0.119	0.256	0.176	0.231	0.131	0.132	0.139	0.337	0.198	0.485	0.641	-0.155	-0.321	0.561	0.608	0.222	0.610	-0.020	-0.018	0.077	0.144	0.448	0.662	0.275	0.348	0.511	0.392	0.291	0.583	0.973	1.000	0.191	0.457	0.393	0.458	0.481	0.373	0.251	0.162
tertiary_road_dist	-0.036	-0.348	0.043	0.059	-0.006	0.000	0.145	0.373	0.165	0.310	-0.055	-0.031	0.211	0.053	0.205	0.042	0.148	0.135	0.223	0.140	-0.062	-0.086	-0.112	-0.056	0.112	0.083	0.138	0.135	0.172	0.108	-0.021	-0.082	0.165	0.191	1.000	0.408	0.427	0.267	0.135	0.099	0.180	0.288
tertiary_road_mean_dist	-0.293	-0.581	-0.460	-0.117	-0.041	0.000	0.430	0.494	0.389	0.485	0.033	-0.071	0.261	0.312	-0.254	-0.348	0.236	0.377	0.203	0.356	0.201	0.189	0.251	0.327	0.145	0.332	0.296	0.275	0.614	0.537	0.189	0.143	0.358	0.457	0.408	1.000	0.434	0.538	0.318	0.257	0.241	0.524
tourist_spot_dist	-0.123	-0.160	-0.021	-0.013	0.052	0.112	0.412	0.544	0.474	0.597	0.094	0.290	0.528	0.404	0.316	0.167	0.402	0.493	0.397	0.465	-0.062	-0.127	-0.048	-0.089	0.361	0.464	0.341	0.449	0.289	0.257	0.112	0.253	0.356	0.393	0.427	0.434	1.000	0.626	0.242	0.196	0.197	0.245
tourist_spot_mean_dist	-0.278	-0.053	-0.210	-0.380	-0.157	0.194	0.579	0.684	0.578	0.869	0.319	0.606	0.707	0.784	0.291	0.221	0.670	0.861	0.480	0.843	-0.213	-0.171	-0.145	-0.195	0.519	0.804	0.488	0.797	0.605	0.640	0.317	0.545	0.345	0.458	0.267	0.538	0.626	1.000	0.302	0.302	0.335	0.470
trunk_link_dist	-0.073	-0.110	-0.557	-0.164	-0.157	0.000	0.165	0.286	0.521	0.257	0.566	0.288	0.327	0.389	-0.099	-0.177	0.432	0.456	-0.208	0.388	-0.329	-0.217	-0.032	0.061	0.497	0.465	0.662	0.507	0.405	0.387	0.365	0.473	0.449	0.481	0.135	0.318	0.242	0.302	1.000	0.971	0.749	0.794
trunk_link_mean_dist	-0.094	-0.085	-0.443	-0.199	-0.207	0.000	0.171	0.349	0.497	0.304	0.585	0.318	0.295	0.371	-0.065	-0.117	0.409	0.447	-0.206	0.380	-0.367	-0.249	-0.108	-0.030	0.470	0.444	0.643	0.526	0.347	0.367	0.345	0.436	0.337	0.373	0.099	0.257	0.196	0.302	0.971	1.000	0.702	0.801
trunk_road_dist	-0.096	-0.220	-0.518	-0.201	-0.153	0.000	0.349	0.342	0.410	0.310	0.469	0.258	0.290	0.269	-0.122	-0.231	0.298	0.361	-0.260	0.307	-0.357	-0.284	-0.114	-0.010	0.380	0.346	0.525	0.414	0.362	0.300	0.163	0.302	0.243	0.251	0.180	0.241	0.197	0.335	0.749	0.702	1.000	0.749
trunk_road_mean_dist	-0.163	-0.428	-0.510	-0.248	-0.222	0.000	0.393	0.545	0.576	0.466	0.381	0.130	0.320	0.370	-0.153	-0.204	0.401	0.431	-0.043	0.356	-0.142	0.003	0.107	0.203	0.426	0.378	0.606	0.468	0.462	0.445	0.247	0.247	0.052	0.162	0.288	0.524	0.245	0.470	0.794	0.801	0.749	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	Lat	Lng	Type	Price	Sqft	Bhk	tertiary_road_dist	tertiary_road_mean_dist	tertiary_link_dist	tertiary_link_mean_dist	secondary_road_dist	secondary_road_mean_dist	secondary_link_dist	secondary_link_mean_dist	primary_road_dist	primary_road_mean_dist	primary_link_dist	primary_link_mean_dist	trunk_road_dist	trunk_road_mean_dist	trunk_link_dist	trunk_link_mean_dist	college_dist	college_mean_dist	govt_institute_dist	govt_institute_mean_dist	hotel_dist	hotel_mean_dist	luxury_hotel_dist	luxury_hotel_mean_dist	prime_hotel_dist	prime_hotel_mean_dist	malls_dist	malls_mean_dist	schools_dist	schools_mean_dist	it_companies_dist	it_companies_mean_dist	tourist_spot_dist	tourist_spot_mean_dist	hospital_dist	hospital_mean_dist
0	21.127504	79.054860	Land/Plot	18000000	13333	0	297.395158	1739.175055	2282.341509	2792.110050	297.395158	941.986868	830.461032	847.369753	1106.386771	2435.480981	1105.521765	1603.653556	2027.910001	2870.008668	2081.278682	2118.885546	746.881905	2202.750735	501.762624	2163.408353	688.455940	2697.125821	905.245771	2966.911182	544.824920	1894.645503	485.737808	2070.420246	1004.730276	2010.278518	307.244689	817.589417	900.310816	2081.101360	556.843272	1172.438693
1	21.126829	79.057868	Apartment	30000000	3000	4	65.428375	1682.244506	2082.438246	2532.193133	209.747770	890.920412	590.768094	605.407158	1390.946184	3250.307534	1385.557272	1802.987399	1710.648619	2495.358617	1780.401753	1823.250591	783.556164	2128.775605	440.633398	2025.019513	421.086886	2632.783528	589.957752	2800.368603	409.625170	1723.688586	228.210246	1947.970162	999.331672	1858.428567	98.777777	910.464251	1026.222698	2106.291970	348.372727	1008.933816
2	21.124900	79.101648	Apartment	14500000	1600	4	202.544895	800.982384	381.166027	1235.053126	138.554128	942.151162	139.056619	223.104247	1063.067379	2207.193070	1066.274995	1489.785297	2652.137451	3003.699139	2638.481893	2652.006675	830.121918	1830.119135	294.033246	1903.023669	1090.902374	2844.242432	1924.555464	2732.470495	1272.391334	1851.903135	964.275628	1767.456083	457.199929	1933.767816	975.807620	2055.465784	730.602088	2204.739712	133.314676	1397.919500
3	21.128540	79.096520	Apartment	20000000	1500	4	273.589047	972.140316	905.574508	1531.776289	162.256617	816.700421	270.737249	293.232134	1039.655698	2406.959731	1093.394519	1768.866557	2024.933753	2805.156139	2017.150552	2026.117383	220.741684	1708.304403	784.542339	1584.779721	1369.673309	2372.080111	1436.092300	2256.718797	843.647437	1294.812681	434.530938	1338.155567	757.666637	1754.912124	932.484759	1947.544075	652.909262	1971.838986	260.559830	1133.656359
4	21.128060	79.095072	Apartment	20000000	1800	4	329.519697	977.208588	1040.594434	1483.012870	114.211863	848.409178	426.288156	441.219863	1186.208815	2463.445875	1246.379511	1889.600630	1896.649939	2888.001719	1890.793519	1899.260159	305.484157	1735.075405	868.485439	1580.757689	1327.429315	2349.566117	1408.939670	2232.696889	860.967492	1295.780614	483.782299	1378.501184	602.959836	1726.830136	782.246169	1945.354146	810.268135	2021.931984	111.725322	1080.689335
5	21.155994	79.075813	Apartment	16000000	1500	3	78.594289	724.365735	1489.832869	1502.579383	243.200141	1159.664019	219.235301	500.887197	426.030590	2042.391009	1278.522034	1481.640934	430.929905	1060.464760	593.614571	612.288701	690.808881	992.958646	170.522929	321.659913	717.661107	1891.607944	479.940557	1777.651908	166.759051	1218.481551	224.256963	1348.412187	313.343797	1257.535556	600.393779	1520.637835	606.011078	1162.556582	716.162331	1592.726376
6	21.159358	79.067316	Apartment	8000000	750	2	142.491300	950.117356	2263.042493	2280.428316	109.022508	1016.856502	190.295233	213.912125	1265.187303	2173.349026	1273.373018	1349.476192	1269.736080	1614.914532	1526.621710	1547.462206	444.706966	1223.787081	207.568689	425.266515	908.746042	2631.532231	1072.956296	2508.546487	969.460144	1977.851083	1025.388838	1986.891657	653.023033	1700.669238	571.857054	1879.343424	270.561292	1461.280039	1461.140364	2146.742982
7	21.152795	79.065900	Land/Plot	50000000	2400	0	132.299398	1142.834671	1680.017539	1852.796162	212.416727	1064.411945	758.580655	808.220673	1513.803428	2738.885763	2017.363830	2057.382948	704.777987	1674.718187	1529.516495	1567.376866	601.965532	1217.109436	142.839912	456.909480	1360.514763	2457.003110	1455.128507	2325.603312	285.488173	1822.333640	805.005392	1687.388589	833.839852	1638.611284	776.715341	1843.643721	313.592863	1416.494390	724.623259	1653.142946
8	21.151196	79.073281	Land/Plot	60000000	3000	0	102.357373	899.327722	1171.290501	1189.612031	339.631827	1103.146477	797.217138	896.346873	884.755038	2564.308983	1862.681236	2013.480741	620.059963	1254.875313	779.701855	814.928449	532.250048	1130.239679	119.671014	411.630956	1031.257255	1832.014067	1034.597043	1758.399977	698.916961	1297.085015	295.498414	1256.991377	564.920514	1319.442115	1001.594580	1598.558716	496.852309	1109.366266	843.905240	1305.091547
9	21.155403	79.070283	Apartment	7000000	1200	2	228.368177	845.918780	1727.906763	1745.568483	176.870450	1057.620017	636.896229	674.528789	996.846607	2325.957589	1570.007453	1639.000319	1002.028649	1390.180322	1119.103608	1154.248244	788.522164	1192.817546	37.134882	174.355456	947.280124	2229.323487	916.100449	2105.497092	744.057793	1591.975308	524.779197	1609.413305	296.078816	1469.171803	672.829248	1714.546929	807.261555	1308.429801	1109.393396	1729.619597

	Lat	Lng	Type	Price	Sqft	Bhk	tertiary_road_dist	tertiary_road_mean_dist	tertiary_link_dist	tertiary_link_mean_dist	secondary_road_dist	secondary_road_mean_dist	secondary_link_dist	secondary_link_mean_dist	primary_road_dist	primary_road_mean_dist	primary_link_dist	primary_link_mean_dist	trunk_road_dist	trunk_road_mean_dist	trunk_link_dist	trunk_link_mean_dist	college_dist	college_mean_dist	govt_institute_dist	govt_institute_mean_dist	hotel_dist	hotel_mean_dist	luxury_hotel_dist	luxury_hotel_mean_dist	prime_hotel_dist	prime_hotel_mean_dist	malls_dist	malls_mean_dist	schools_dist	schools_mean_dist	it_companies_dist	it_companies_mean_dist	tourist_spot_dist	tourist_spot_mean_dist	hospital_dist	hospital_mean_dist
67	21.170207	79.054699	Apartment	7500000	1425	3	132.039099	1458.637113	NaN	NaN	952.441409	1928.669294	1337.174487	1380.820337	505.476696	2104.091789	506.086365	1047.403715	1825.178682	2440.862511	2569.085090	2609.230137	452.454856	885.178304	286.875571	1066.813928	2317.001629	4125.699715	2617.206554	4119.155697	2056.472571	3430.849280	491.335117	3117.469398	1334.973116	2590.628411	737.081993	2514.140287	241.215635	1965.932130	2374.749948	3374.488105
68	21.172207	79.051867	Apartment	6800000	1425	3	190.623689	1432.015616	NaN	NaN	1277.845370	2211.639606	1702.566043	1746.215396	378.660655	2129.999264	455.351680	1004.067555	1574.169031	2403.968693	2201.154767	2241.514824	133.211884	886.717718	169.088658	1302.169392	2282.770727	4421.761392	2882.095142	4469.193003	1705.679903	3728.446150	148.724701	3370.737710	1694.593480	2730.370218	397.864420	2694.616543	205.613123	2028.168125	2642.969628	3643.710642
69	21.170526	79.047532	Apartment	5100000	1051	2	613.159583	1371.557710	NaN	NaN	1305.144118	2394.066793	1950.371676	1993.529474	715.883491	1720.104080	781.995105	1272.297398	1765.994167	2458.137635	1974.956085	2009.591949	354.600762	944.078003	461.699875	1388.135199	2700.464845	4665.677769	3336.099480	4688.906446	1369.851561	3921.195617	349.965406	3540.922337	1300.786625	2831.060388	636.531972	2971.774308	681.761993	2059.264037	3102.246589	3816.065177
70	21.168846	79.044442	Apartment	7100000	1300	2	303.083687	1320.176631	NaN	NaN	1242.484962	2517.218074	2156.329852	2198.017319	1018.345802	1986.077787	1024.450031	1555.886003	1768.703458	2476.654243	1919.736163	1947.877343	433.586054	1064.859462	797.423312	1518.224814	3050.726133	4837.551117	3581.755064	4822.835692	1233.617281	4061.609313	156.015066	3661.066803	1006.397948	2910.071771	973.380466	3144.788222	749.006053	2120.332770	3226.864870	3919.387372
71	21.170886	79.040794	Apartment	5000000	980	2	132.555134	1269.557244	NaN	NaN	1584.924682	2899.949817	2592.744443	2634.742519	982.511283	2153.000376	982.511283	1717.674025	1327.640584	2386.224539	1534.154615	1557.558307	756.990684	1368.757696	1160.180086	1937.972185	3162.980419	5162.104553	4009.515735	5228.477087	815.808430	4428.735179	538.569680	4060.947841	1196.894937	3096.842178	1130.476851	3393.466411	309.002441	2274.304659	3640.775655	4254.666044
72	21.169406	79.038520	Apartment	4000000	880	2	119.197598	1230.517122	NaN	NaN	1558.101444	3135.838888	2754.870308	2795.677777	1229.939361	2257.983170	1229.939361	1977.301891	1214.281652	2386.996152	1603.046238	1618.884543	678.290336	1526.650746	1401.126669	2063.616215	3449.376032	5254.610523	4190.640847	5311.092220	860.341806	4535.851237	652.212513	4155.318493	1080.748498	3158.760852	1217.375061	3498.877102	297.327879	2363.131487	3690.358477	4313.597315
73	21.168886	79.039335	Apartment	22500000	2000	4	139.722820	1238.904480	NaN	NaN	1462.767600	3047.800998	2656.593248	2697.239784	1245.433752	2220.448680	1245.433752	1934.015386	1316.743055	2407.370427	1683.256252	1700.754011	587.150254	1451.508896	1305.041073	1967.085494	3423.134196	5177.465333	4094.435527	5217.108771	941.936164	4450.234828	553.790807	4061.582608	1001.641474	3114.283777	1317.390688	3440.248046	374.834275	2321.231478	3589.328277	4235.732417
74	21.163564	79.036546	Apartment	4300000	1450	3	121.268891	1336.958176	NaN	NaN	1252.983819	2821.595950	2828.856013	2864.885381	1903.562603	2717.236990	1903.562603	2463.347781	1409.819819	2452.823312	2195.380632	2211.187101	552.452942	1761.439277	1546.153599	2092.608501	3746.719349	5079.416034	4280.446619	5154.721944	1475.507482	4453.814114	925.885630	4016.075375	657.163753	3162.489390	1434.224516	3478.870974	770.000577	2451.865653	3442.521569	4095.718388
75	21.166805	79.034100	Apartment	3500000	880	2	237.772138	1270.425838	NaN	NaN	1672.374058	3157.880176	NaN	NaN	1688.357438	2730.975718	1721.771502	1983.534174	989.936796	2345.432573	1816.513322	1832.782181	854.936126	1927.377424	1803.450473	2392.355871	3987.124791	5419.910311	4578.964739	5530.673464	1135.373493	4775.487230	1075.293321	4345.111321	915.486496	3241.251410	996.207725	3693.658028	714.903629	2597.615468	3575.445338	4459.216068
76	21.168806	79.031997	Apartment	3800000	1300	2	52.660309	1313.767009	NaN	NaN	1980.426474	3438.194952	NaN	NaN	1575.090356	2823.092310	1703.530220	2038.404836	686.342641	2279.722387	1604.456252	1620.998611	1144.215791	2116.930629	2051.756539	2652.881545	4029.072120	5649.454587	4834.403670	5611.076957	992.130974	5029.082646	1299.855198	4603.728914	651.086510	3310.265846	684.926810	3869.697214	727.340993	2743.575351	3441.709684	4711.851995

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample